In Press
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Ehrhardt J., Wilms M.Autoencoders and Variational Autoencoders in Medical Image AnalysisIn: Burgos N., Svoboda D., Biomedical Image Synthesis and Simulations: Methods and Applications, Academic Press, In Press
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Löbe M., Ulrich H., Beger C., Bender T., Bauer C., Sax U., Ingenerf J., Winter A.Improving Findability of Digital Assets in Research Data Repositories Using the W3C DCAT VocabularyStudies in Health Technology and Informatics, In Press
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Strenge P., Lange B., Grill C., Draxinger W., Danicke V., Theisen-Kunde D., Hagel C., Spahr-Hess S., Bonsanto M.M., Huber R. … Handels H. … et al.Registration of histological brain images onto optical coherence tomography images based on shape informationPhysics in Medicine & Biology, In Press
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Ulrich H., Kock-Schoppenhauer A.-K., Deppenwiese N., Gött R., Kern J., Lablans M., Majeed R.W., Stöhr M., Stausberg J., Varghese J. … Ingenerf J. et al.Understanding the Nature of Metadata – A Systematic ReviewJournal of Medical Internet Research, In Press
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2022
Andresen J., Kepp T., Ehrhardt J., Burchard C., Roider J., Handels H.Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologiesInternational Journal of Computer Assisted Radiology and Surgery, 2022
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Andresen J., Kepp T., Wang-Evers M., Ehrhardt J., Manstein D., Handels H.Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information ClusteringIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 1-6, 2022
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Andresen J., Kepp T., Ehrhardt J., Burchard C., Roider J., Handels H.Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural NetworkIn: Hering A., Schnabel J., Zhang M., Ferrante E., Heinrich M.P., Rueckert D., Biomedical Image Registration. WBIR 2022, Cham, Lecture Notes in Computer Science, Springer International Publishing, 13386, 3-7, 2022
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Andresen J., Uzunova H., Ehrhardt J., Kepp T., Handels H.Image registration and appearance adaptation in non-correspondent image regions for new MS lesions detectionFrontiers in Neuroscience, 16, 2022
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Brügge N.S., Grasshoff J., Weigenand A., Rostalski P.Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature InfantsIn: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1341-1345, 2022
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Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P. (eds.)Student Conference Proceedings 2022: 11th C. on Medical Engineering Science and 7th C. on Medical Informatics and 5th C. on Biomedical Engineering and 4th C. on Auditory Technology and 2nd C. on Biophysics and 2nd C. on Robotics and Autonomous SystemsInfinite Science Publishing, Lübeck, 2022
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Chlebusch A., Grzegorzek M.Extended Ventilation Test Framework to Compare Different Ventilation PrototypesIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 133-136, 2022
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Falta F., Hansen L., Himstedt M., Heinrich M.P.Learning an airway atlas from lung CT using semantic inter-patient deformable registrationIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 75-80, 2022
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Florack C., Kepp T., Hilge F., Wang-Evers M., Mannstein D., Handels H.Segmentation of the dermal-epidermal junction in OCT image data using deep learningIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 219-222, 2022
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Fudickar S., Pauls A., Lau S., Hellmers S., Gebel K., Diekmann R., Bauer J.M., Hein A., Koppelin F.Measurement System for Unsupervised Standardized Assessments of Timed Up and Go Test and 5 Times Chair Rise Test in Community Settings — A Usability StudySensors, 22, 731, 2022
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Germer S., Uzunova H., Ehrhardt J., Feldhus N., Thomas P., Handels H.A Comparison of Feature Extraction Models for Medical Image CaptioningIn: 67. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS), 13. Jahreskongress der Technologie- und Methodenplattform für die vernetzte medizinische Forschung e.V. (TMF), Kiel, 2022
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Graf L., Mischkewitz S., Hansen L., Heinrich M.P.Spatiotemporal Attention for Realtime Segmentation of Corrupted Sequential Ultrasound DataIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 235-240, 2022
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Gruendner J., Deppenwiese N., Folz M., Köhler T., Kroll B., Prokosch H.-U., Rosenau L., Rühle M., Scheidl M.-A., Schüttler C. et al.The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation StudyJMIR Medical Informatics, 11, 5, e36709, 2022
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Hempe H., Heinrich M.P.Light-weight semantic segmentation and labelling of vertebrae in 3D-CT scansIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:19, 2022
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Hempe H., Yilmaz E.B., Meyer C., Heinrich M.P.Opportunistic CT screening for degenerative deformities and osteoporotic fractures with 3D DeepLabIn: Proc. SPIE 12032, Medical Imaging 2022: Image Processing, San Diego, United States, SPIE, 17, 2022
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Hermes N., Hansen L., Bigalke A., Heinrich M.P.Support Point Sets for Improving Contactless Interaction in Geometric Learning for Hand Pose EstimationIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 89-94, 2022
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Hübner M., Schepers J., Ingenerf J.Implementation Guide Rare Disease Documentation - Enabling of the FAIR Principles for Rare DiseasesIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 277-280, 2022
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Jagtap A.D., Himstedt M., Heinrich M.P.Automatic Generation of Synthetic Data for Domain Randomization and AdaptationIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 137-140, 2022
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Kaftan P., Gercke K., Trabhardt A., Ehrhardt J.Towards a Horizontal Gaze Nystagmus Detector on a Mobile PlatformIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 319-322, 2022
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Kannath Kalam S., Weihsbach C., Heinrich M.P.Revisiting the Iterative Image Registration Technique deeds in terms of Speed PerformanceIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 467-470, 2022
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Kepp T., Andresen J., Sudkamp H., Burchard C., Roider J., Hüttmann G., Ehrhardt J., Handels H.Epistemic and Aleatoric Uncertainty Estimation for PED Segmentation in Home OCT ImagesIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 32-37, 2022
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Keuth R., Bigalke A., Heinrich M.P.Pose-Based Control in Real-World Robotic ApplicationIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 315-318, 2022
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Kondeti R.R., Himstedt M., Heinrich M.P.Monocular Depth Estimation for Bronchoscopic NavigationIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 471-474, 2022
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Koser N.C., Hempe H., Heinrich M.P.Analysis of the impact of super-resolution on medical CT-Scans for classification and segmentationIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 235-238, 2022
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Lins C., Friedrich B., Hein A., Fudickar S.An evolutionary approach to continuously estimate CPR quality parameters from a wrist-worn inertial sensorHealth and Technology, 161-173, 2022
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Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T. (eds.)Bildverarbeitung für die Medizin 2022Springer Vieweg, Wiesbaden, Heidelberg, 2022
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Neumann A., Kock-Schoppenhauer A.-K., Grabow D., Walz D., Filbert A.-L., Langer T., Ingenerf J.Mapping, Modeling and Standardization of Clinical Data into the HL7 FHIR Specification for the EU Project PanCareSurPassIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 273-276, 2022
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Ohlsen T., Drenkhahn C.M., Kruse V., Banach A., Ingenerf J.Mapping von ICD-O-Tupeln auf den OncoTree durch die Verwendung von SNOMED CT-PostkoordinationIn: 16. DVMD-Fachtagung, Leipzig, 2022
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Ohlsen T., Kruse V., Krupar R., Banach A., Ingenerf J., Drenkhahn C.M.Mapping of ICD-O tuples to OncoTree codes using SNOMED CT post-coordinationMedical Informatics Europe, 294, 307--311, 2022
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Raasch M., Grzegorzek M.Automatic Nightmare Recognition Using Convolutional Neural NetworkIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 187-190, 2022
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Rosenau L., Majeed R.W., Ingenerf J., Kiel A., Kroll B., Köhler T., Prokosch H.-U., Gruendner J.Generation of a Fast Healthcare Interoperability Resources (FHIR)-based Ontology for Federated Feasibility Queries in the Context of COVID-19: Feasibility StudyJMIR Medical Informatics, 10, 4, e35789, 2022
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Santarossa M., Tatli A., Burchard C., Andresen J., Roider J., Handels H., Koch R.Chronological Registration of OCT and Autofluorescence Findings in CSCR: Two Distinct Patterns in Disease CourseDiagnostics, 12, 8, 1780, 2022
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Schneider F., Ehrhardt J.Analysis and implementation of semi-supervised segmentation methods using autoencodersIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 479-482, 2022
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Schumacher M., Bade R., Genz A., Heinrich M.P.Iterative 3D CNN based Segmentation of Vascular Trees in Liver CTIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 7-12, 2022
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Seitzer C., Piet A., Schilling F., Grzegorzek M.Improving the Usability of a User Interface for the Creation of PCR Test SpecificationsIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 113-116, 2022
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Stahr B., Fudickar S., Lins C.Mobile Applications for Self-management of Chronic Diseases: A Systematic ReviewIn: Bier N., Fred A., Gamboa H., Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHInf, INSTICC - Institute for Systems and Technologies of Information, Control and Communication, 542-548, 2022
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Stein A., Otte K., Röhling H.M., Li F., Nisar M.A., Grzegorzek M.Segmentation of infants in depth data: Evaluation of thresholding approachesIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 307-310, 2022
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Trense C., Piet A., Huang X., Grzegorzek M.Comparison of Data Augmentation Techniques for PhenotypeData of Parkinson’s PatientsIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 207-210, 2022
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Ulrich H., Uzunova H., Handels H., Ingenerf J.Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks.Studies in health technology and informatics, 294, 357-361, 2022
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Uzunova H., Wilms M., Forkert N.D., Handels H., Ehrhardt J.A systematic comparison of generative models for medical imagesInternational Journal of Computer Assisted Radiology and Surgery, 1-12, 2022
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Uzunova H., Handels H., Ehrhardt J.Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic AutoencodersIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:81, 2022
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Uzunova H., Basso L., Ehrhardt J., Handels H.Synthesis of annotated pathological retinal OCT data with pathology-induced deformationsIn: Proc. SPIE 12033, Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, United States, SPIE, 12033, 2022
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Uzunova H., Basso L., Ehrhardt J., Handels H.Synthesis of annotated pathological retinal OCT data with pathology-induced deformationsIn: Maier-Hein K., Deserno T., Handels H., Maier A., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:197, 2022
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Vogl K., Ingenerf J., Kramer J., Chantraine C., Drenkhahn C.M.LUMA: A Mapping Assistant for Standardizing the Units of LOINC-Coded Laboratory TestsApplied Sciences, 12, 12, 5848, 2022
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Walter J., Liebenow L., Hoffmann R., Grzegorzek M.Detecting behavioral changes of an individual using a Random Forest classifier on floor sensor dataIn: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P., Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 203-206, 2022
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Wiedekopf J., Ulrich H., Drenkhahn C.M., Kock-Schoppenhauer A.-K., Ingenerf J.TermiCron – Bridging the Gap between FHIR Terminology Servers and Metadata RepositoriesStudies in Health Technology and Informatics, 290, 71-75, 2022
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Wiedekopf J., Drenkhahn C.M., Rosenau L., Ulrich H., Kock-Schoppenhauer A.-K., Ingenerf J.TerminoDiff – Detecting Semantic Differences in HL7 FHIR CodeSystemsStudies in Health Technology and Informatics, 294, 362--366, 2022
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2021
Ablaß T., Ulrich H., Kock-Schoppenhauer A.-K., Simon F., Wagenzink S., Maushagen R., Habermann J.K., Ingenerf J.Konzeption und Implementierung einer Geräteschnittstelle des TECAN EVO Aliquotierroboter im BiobankkontextGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
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Ai S., Li C., Li X., Jiang T., Grzegorzek M., Sun C., Rahaman M.M., Zhang J., Yao Y., Li H.A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future DevelopmentBioMed Research International, Hindawi, 2021
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Alvi H.M.U.H., Farid M.S., Khan M.H., Grzegorzek M.Quality Assessment of 3D Synthesized Images Based on Textural and Structural Distortion EstimationApplied Sciences, MDPI, 11, 6, 2666, 2021
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Amjad F., Khan M.H., Nisar M.A., Farid M.S., Grzegorzek M.A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory DataSensors, MDPI, 21, 7, 2368, 2021
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Andresen J., Kepp T., Ehrhardt J., Burchard C., Roider J., Handels H.CNN-based joint non-correspondence detection and registration of retinal optical coherence tomography imagesIn: CARS 2021: Computer Assisted Radiology and Surgery Proceedings of the 35th International Congress and Exhibition, June 21-25, 2021, Munich, Germany, International Journal of Computer Assisted Radiology and Surgery, 16, 20-21, 2021
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Andresen J., Uzunova H., Ehrhardt J., Handels H.New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration NetworksIn: Commowick O., Cervenansky F., Cotton F., Dojat M., Proceedings of the 2nd MICCAI challenge on multiple sclerosis new lesions segmentation challenge using a data management and processing infrastructure — MICCAI-MSSEG-2, 111-114, 2021
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Banach A., Kock-Schoppenhauer A.-K., Ulrich H., Ingenerf J.The Automatic Evaluation of Metadata in HealthcareGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
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Banach A., Ulrich H., Kroll B., Kiel A., Ingenerf J., Kock-Schoppenhauer A.-K.APERITIF – Automatic Patient Recruiting for Clinical Trials Based on HL7 FHIRStudies in Health Technology and Informatics, 281, 58-62, 2021
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Barkow L., Meincke O., Ulrich H., Ingenerf J.Fit for Purpose: Analyzing the Loss of Data integrating the Archiving and Exchange Interface for Medical Practice Management SystemsStudies in Health Technology and Informatics, 278, 80-85, 2021
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Basso L., Oehler M., Grzegorzek M.Breathing Rate Estimation during Sleep using Capacitive ECG ElectrodesIn: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P., Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 211-214, 2021
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Benecke S., Frischke M., Diesel J., Heinrich M.P.Improvement of Machine Learning Algorithms for Object DetectionIn: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P., Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 325-328, 2021
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Bigalke A., Hansen L., Heinrich M.P.End-to-end learning of body weight prediction from point clouds with basis point setsIn: Palm C., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Tolxdorff T., Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 254-259, 2021
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Blendowski M., Hansen L., Heinrich M.P.Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registrationMedical Image Analysis, 67, 101822, 2021
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Böhlen C., Brinkmann A., Fudickar S., Hellmers S., Hein A.Evaluating a Multi Depth Camera System to Consolidate Ergonomic Work in the Education of CaregiversIn: Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2021
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Büker L.C., Zuber F., Hein A., Fudickar S.HRDepthNet: Depth Image-Based Marker-Less Tracking of Body JointsSensors, 21, 4, 2021
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Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P. (eds.)Student Conference Proceedings 2021: 10th C. on Medical Engineering Science and 6th C. on Medical Informatics and 4th C. on Biomedical Engineering and 3rd C. on Auditory Technology and 1st C. on Biophysics and 1st C. on Robotics and Autonomous SystemsInfinite Science Publishing, Lübeck, 2021
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Chenzhang L., Heinrich M.P.FlowNet application for 3D image registrationIn: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P., Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 291-294, 2021
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Drenkhahn C.M., Ulrich H., Ingenerf J.An ontology-based tool to visually compare LOINC subsetsGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
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Drenkhahn C.M., Burmester S., Ballout S., Ulrich H., Wiedekopf J., Ingenerf J.Using FHIR terminology services-based tools for mapping of local microbiological pathogen terms to SNOMED CT at a German university hospitalIn: DVMD-Fokus: Datenzugriff und -bereitstellung, Leipzig, 2021
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Drenkhahn C.M., Ingenerf J.lost in translation? semantische standardisierung!gesundhyte.de, 14, 25-28, 2021
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Fleitmann M., Uzunova H., Stroth A.M., Gerlach J., Fürschke A., Barkhausen J., Bischof A., Handels H.Deep-Learning-based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose OptimizationIn: International Conference on Wireless Mobile Communication and Healthcare, Springer, Cham, 315-322, 2021
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Friedrich B., Steen E.-E., Fudickar S., Hein A.Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart HomesInternational Journal of UbiComp, Academy and Industry Research Collaboration Center (AIRCC), 12, 2, 1-15, 2021
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Fudickar S., Nustede E.J., Dreyer E., Bornhorst J.Mask R-CNN Based C. Elegans Detection with a DIY MicroscopeBiosensors, 11, 8, 2021
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Palm C., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Tolxdorff T. (eds.)Bildverarbeitung für die Medizin 2021Springer Vieweg, Berlin Heidelberg, Regensburg, 2021
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Andersen B., Kasparick M., Riech K., Klöckner S., Keller A., Mündermann L., Maier-Holzberg J., Timmermann D., Ingenerf J.Service-Oriented Medical Device Connectivity: Particular Standards for Endoscopic SurgeryIn: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, IEEE, 5649-5652, 2020
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Buzug T.M., Handels H., Klein S., Mertins A. (eds.)Student Conference Proceedings 2020: 9th Conference on Medical Engineering Science and 5th Conference on Medical Informatics and 3rd Conference on Biomedical Engineering and 2nd Conference on Auditory TechnologyInfinite Science Publishing, Lübeck, 2020
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Fleitmann M., Soika K.L., Stroth A.M., Gerlach J., Fürschke A., Hunold P., Barkhausen J., Bischof A., Handels H.Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose AdjustmentStudies in Health Technology and Informatics, Genf, 270, 123-127, 2020
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Gillner M.L., Hansen L., Heinrich M.P.Fast Pulmonary Fissure Detection in CT Scans using Deep Learning on Point CloudsIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 201-204, 2020
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Irshad M.T., Nisar M.A., Gouverneur P., Rapp M., Grzegorzek M.AI Approaches towards Prechtl’s Assessment of General Movements: A Systematic Literature ReviewSensors, 20, 18, 5321, 2020
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Kasten M., Li F., Hunag X., Grzegorzek M.Analysis of the Relevance of Physiological Signals for Sleep Stage Classification using Deep Neural NetworksIn: 65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS), Berlin, Germany, 2020
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Khan M.H., Zöller M., Farid M.S., Grzegorzek M.Marker-Based Movement Analysis of Human Body Parts in Therapeutic ProcedureSensors, 20, 11, 3312, 2020
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Khan M.H., Farid M.S., Grzegorzek M.A Non-linear View Transformations Model for Cross-view Gait RecognitionNeurocomputing, 402, 100-111, 2020
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Krüger J., Schultz S., Handels H., Ehrhardt J.Registration with probabilistic correspondences — Accurate and robust registration for pathological and inhomogeneous medical dataComputer Vision and Image Understanding, 190, 102839, 2020
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Li F., Shirahama K., Nisar M.A., Huang X., Grzegorzek M.Deep Transfer Learning for Time Series Data Based on Sensor Modality ClassificationSensors, 20, 15, 4271, 2020
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Liebenow L., Twesten C., Grzegorzek M.Transforming Nutrition Databases Towards Semantically Consistent Content ClassificationIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 147-150, 2020
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Lübbe C., Friedrich B., Fudickar S., Hellmers S., Hein A.Feature Based Random Forest Nurse Care Activity Recognition Using Accelerometer DataIn: Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers (UbiComp/ISWC '20 Adjunct), 2020
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Lucas C., Aulmann L.F., Kemmling A., Mamlouk A.M., Heinrich M.P.Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue OutcomesIn: Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C., Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 143, 2020
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Lucas C., Aulmann L.F., Kemmling A., Mamlouk A.M., Heinrich M.P.Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue OutcomesIn: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2019, 69-79, 2020
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Mietzner O., Mastmeyer A.Automatic multi-object organ detection and segmentation in abdominal CT dataIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 197-200, 2020
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Mietzner O., Mastmeyer A.Automatische Detektion von Zwischenorgan-3D-Barrieren in abdominalen CT-DatenIn: Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C., Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 46-51, 2020
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Nalepa G., Grzegorzek M., Juarez J., Rauthmann J.Special Issue on Multimodal Sensing for Understanding Behavior and PersonalitySensors (MDPI), MDPI, 2020
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Nisar M.A., Shirahama K., Li F., Huang X., Grzegorzek M.Rank Pooling Approach for Wearable Sensor-Based ADLs RecognitionSensors, 20, 12, 3463, 2020
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Pallenberg R., Fleitmann M., Soika K., Handels H.Automatic anatomical structure detection in aortic CT angiographyIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 157-160, 2020
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Pallenberg R., Fleitmann M., Soika K., Stroth A.M., Gerlach J., Furschke A., Barkhausen J., Bischof A., Handels H.Automatic Quality Measurement of Aortic Contrast-enhanced CT Angiographies for Patient-specific Dose OptimizationInternational Journal of Computer Assisted Radiology and Surgery, 15, 1611-1617, 2020
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Postel S., Mastmeyer A., Hirsch J.Workflow development to create and analyse QA parameter from MRI imagesIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 185-188, 2020
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Rajashekar D., Wilms M., MacDonald E.M., Ehrhardt J., Mouches P., Frayne R., Hill M.D., Forkert N.D.High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderlyScientific Data, 7, 56, 2020
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Rajput A.M., Ballout S., Drenkhahn C.M.Standardizing the Unit of Measurements in LOINC-Coded Laboratory Tests Can Significantly Improve Semantic InteroperabilityStudies in Health Technology and Informatics, 275, 234-235, 2020
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Reimer N., Busch H., Ingenerf J.Deploying a molecular tumor board on an open platformIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 139-142, 2020
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Rüttgers S., Hocke J., Heinrich M.P.Automatic segmentation of prostate zones in MRI data using different variants of the U-NetIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 169-172, 2020
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Schumacher M., Genz A., Heinrich M.P.Weakly supervised pancreas segmentation based on class activation mapsIn: SPIE Medical Imaging 2020: Image Processing, Houston, United States, 11313, 1131314, 2020
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Siebert H., Heinrich M.P.Deep Groupwise Registration of MRI Using Deforming AutoencodersIn: Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C., Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 236-241, 2020
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Sirocko J., Diesel J., Heinrich M.P.Frequency based detection of regions of interest in videodata to estimate human breathing frequencyIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 177-180, 2020
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Stroth A., Fürschke A., Gerlach J., Barkhausen J., Bischof A., Fleitmann M., Soika K., Handels H.Patientenindividuelle Optimierung der Kontrastmittelapplikation bei der CT Angiografie der AortaFortschr Röntgenstr, 192, S 01, S28, 2020
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Takashima N., Li F., Grzegorzek M., Shirahama K.Cross-modal Music Emotion Retrieval Using DeepCCAIn: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
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Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C. (eds.)Bildverarbeitung für die Medizin 2020Springer Vieweg, Berlin Heidelberg, Berlin, 2020
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Ulrich H., Germer S., Kock-Schoppenhauer A.-K., Kern J., Lablans M., Ingenerf J.A Smart Mapping Editor for Standardised Data TransformationStudies in Health Technology and Informatics, 270, 1185-1186, 2020
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Ulrich H., Kock-Schoppenhauer A.-K., Drenkhahn C.M., Löbe M., Ingenerf J.Analysis of ISO/TS 21526 Towards the Extension of a Standardized Query APIStudies in Health Technology and Informatics, 275, 202-206, 2020
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Uzunova H., Kaftan P., Wilms M., Forkert N.D., Handels H., Ehrhardt J.Quantitative Comparison of Generative Shape Models for Medical ImagesIn: Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C., Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 201-207, 2020
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Uzunova H., Ehrhardt J., Jacob F., Frydrychowicz A., Handels H.Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical ImagesIn: Tolxdorff T., Deserno T.M., Handels H., Maier A., Maier-Hein K.H., Palm C., Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 286, 2020
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Uzunova H., Ehrhardt J., Handels H.Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural NetworksIn: 23th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2020, Virtual Conference, Lima, Peru, Springer, Cham, 501-511, 2020
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Uzunova H., Ehrhardt J., Handels H.Memory-efficient GAN-based domain translation of high resolution 3D medical imagesComputerized Medical Imaging and Graphics, 86, 101801, 2020
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Vogl K.M., Ulrich H., Ingenerf J.Generation of message transformers based on HL7 FHIR StructureMaps within the interface engine Mirth ConnectIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 131-134, 2020
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Yang C., Indurkhya B., See J., Grzegorzek M.Towards Automatic Skeleton Extraction with Skeleton GraftingIEEE Transactions on Visualization and Computer Graphics, 1, 2020
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2019
Andersen B., Baumhof S., Ingenerf J.Service-Oriented Device Connectivity: Device Specialisations for InteroperabilityIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 509-511, 2019
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Beitz N., Heller M., Kadi H., Ingenerf J.Development of a HL7 FHIR based interface to connect a Healthcare Content Management system to a mobile deviceIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 297-300, 2019
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Blendowski M., Heinrich M.P.Combining MRF-based Deformable Registration and Deep Binary 3D-CNN Descriptors for Large Lung Motion Estimation in COPD PatientsInternational Journal of Computer Assisted Radiology and Surgery, 14, 1, 43-52, 2019
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Blendowski M., Heinrich M.P.Learning Interpretable Multi-modal Features for Alignment with Supervised Iterative DescentIn: International Conference on Medical Imaging with Deep Learning, PMLR, 102, 73-83, 2019
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Bockelmann N., Graßhoff J., Hansen L., Bellani G., Heinrich M.P., Rostalski P.Deep Learning for Prediction of Diaphragm Activity from the Surface ElectromyogramCurrent Directions in Biomedical Engineering, 5, 1, 17-20, 2019
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Bockelmann N., Krüger D., Moosmann J., Heinrich M.P.U-Net-based Segmentation of Biodegradable Bone Implants in Synchrotron Radiation Microtomograms with Sparse AnnotationsIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 145-148, 2019
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Bornhorst J., Nustede E., Fudickar S.Mass Surveilance of C. elegans - Smartphone-Based DIY Microscope and Machine-Learning-Based Approach for Worm DetectionSensors, MDPI AG, 19, 6, 1468, 2019
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Bouteldja N., Merhof D., Ehrhardt J., Heinrich M.P.Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation LearningIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 23-28, 2019
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Buzug T.M., Handels H., Klein S., Mertins A. (eds.)Student Conference Proceedings 2019: 8th Conference on Medical Engineering Science and 4th Conference on Medical Informatics and 2nd Conference on Biomedical Engineering and 1st Conference on Auditory TechnologyInfinite Science Publishing, Lübeck, 2019
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Delforouzi A., Tabatabaei S.A.H., Shirahama K., Grzegorzek M.A Polar Model for Fast Object Tracking in 360-Degree Camera ImagesMultimedia Tools and Applications, 78, 7, 9275-9297, 2019
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Delforouzi A., Holighaus D., Grzegorzek M.Deep Learning for Object Tracking in 360 Degree VideosIn: 11th International Conference on Computer Recognition Systems (CORES 2019), Polanica-Zdrój, Poland, Progress in Computer Recognition Systems, Springer, 205-213, 2019
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Deppenwiese N., Duhm-Harbeck P., Ingenerf J., Ulrich H.MDRCupid - A Configurable Metadata Matching ToolboxIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 88-92, 2019
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Deppenwiese N., Kock-Schoppenhauer A.-K., Ulrich H., Duhm-Harbeck P., Ingenerf J.Automatic Evaluation of Metadata Quality in ISO 11179-3 Conformant Healthcare Metadata RepositoriesIn: GMDS, Dortmund, 2019
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Drenkhahn C.M., Duhm-Harbeck P., Ingenerf J.Aggregation and Visualization of Laboratory Data by using Ontological Tools based on LOINC and SNOMED CTIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 108-112, 2019
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Ehrhardt J., Ahlborg M., Uzunova H., Buzug T.M., Handels H.Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving ObjectsInternational Journal on Magnetic Particle Imaging, 5, 1, 2019
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Friedrich B., Cauchi B., Hein A., Fudickar S.Transportation mode classification from smartphone sensors via a long-short-term-memory networkUbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 709-713, 2019
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Ha I.Y., Wilms M., Handels H., Heinrich M.P.Model-based Sparse-to-dense Image Registration for Realtime Respiratory Motion Estimation in Image-guided InterventionsIEEE Transactions on Biomedical Engineering, 66, 2, 302-310, 2019
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Hagenah J., Heinrich M.P., Ernst F.Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound ImagesIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 198, 2019
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Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T. (eds.)Bildverarbeitung für die Medizin 2019Springer Vieweg, Berlin Heidelberg, Lübeck, 2019
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Hansen L., Diesel J., Heinrich M.P.Regularized Landmark Detection with CAEs for Human Pose Estimation in the Operating RoomIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 178-183, 2019
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Hansen L., Siebert M., Diesel J., Heinrich M.P.Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating roomInternational Journal of Computer Assisted Radiology and Surgery, 14, 11, 1871-1879, 2019
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Hansen L., Dittmer D., Heinrich M.P.Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD PatientsIn: Graph Learning in Medical Imaging. GLMI 2019, Cham, Lecture Notes in Computer Science, Springer, 11849, 53-61, 2019
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Hansen L., Heinrich M.P.Sparse Structured Prediction for Semantic Edge Detection in Medical ImagesIn: International Conference on Medical Imaging with Deep Learning, PMLR, 102, 250-259, 2019
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Hansen L., Diesel J., Heinrich M.P.Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point CloudsIn: Computer Vision – ECCV 2018 Workshops, Cham, Lecture Notes in Computer Science, Springer, 11131, 4413, 456-469, 2019
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Heinrich M.P., Oktay O., Bouteldja N.OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutionsMedical Image Analysis, 54, 1-9, 2019
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Heinrich M.P.Closing the Gap Between Deep and Conventional Image Registration Using Probabilistic Dense Displacement NetworksIn: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, Cham, LNCS, Springer, 11769, 50-58, 2019
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Hellmers S., Lau S., Diekmann R., Dasenbrock L., Kromke T., Bauer J.M., Fudickar S., Hein A.Evaluation of Power-Based Stair Climb Performance via Inertial Measurement UnitsIn: Cliquet Jr. A., Wiebe S., Anderson P., Saggio G., Zwiggelaar R., Gamboa H., Fred A., Badia S., Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 238-261, 2019
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Hellmers S., Fudickar S., Lau S., Elgert L., Diekmann R., Bauer J.M., Hein A.Measurement of the Chair Rise Performance of Older People Based on Force Plates and IMUsSensors, 19, 6, 1370, 2019
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Hering A., Kuckertz S., Heldmann S., Heinrich M.P.Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion TrackingIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 309-314, 2019
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Hering A., Kuckertz S., Heldmann S., Heinrich M.P.Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scansInternational Journal of Computer Assisted Radiology and Surgery, 14, 11, 1901-1912, 2019
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Hozhabr Pour H., Wegmeth L., Kordes A., Grzegorzek M., Wismüller R. (eds.)Feature Extraction and Classification of Sensor Signals in Cars Based on a Modified Codebook Approach11th International Conference on Computer Recognition Systems (CORES 2019), Springer, Polanica-Zdrój, Poland, 2019
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Kappes R., Fudickar S., Deiters J.Safety4Bikes : Assistance Systems for Cycling Children to Increase SafetyIn: International Cycling Safety Conference - Abstract Book, 71, 2019
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Kasparick M., Andersen B., Franke S., Rockstroh M., Golatowski F., Timmermann D., Ingenerf J., Neumuth T.Enabling Artificial Intelligence in High Acuity Medical EnvironmentsMinim Invasive Ther Allied Technol, 28, 2, 120-126, 2019
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Kath N., Handels H., Mastmeyer A.Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-SimulationenIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 289-294, 2019
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Kath N., Handels H., Mastmeyer A.Robust GPU-based Virtual Reality Simulation of Radio-frequency Ablations for Various Needle Geometries and LocationsInternational Journal of Computer Assisted Radiology and Surgery, 14, 11, 1825-1835, 2019
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Kepp T., Ehrhardt J., Heinrich M.P., Hüttmann G., Handels H.Topology-Preserving Shape-Based Regression of Retinal Layers in OCT Image Data Using Convolutional Neural NetworksIn: IEEE International Symposium on Biomedical Imaging, ISBI 2019, Venedig, Italien, 1437-1440, 2019
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Kepp T., Droigk C., Casper M., Evers M., Hüttmann G., Salma N., Manstein D., Heinrich M.P., Handels H.Segmentation of Mouse Skin Layers in Optical Coherence Tomography Image Data using Deep Convolutional Neural NetworksBiomedical Optics Express, 10, 7, 3484-3496, 2019
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Khan M.H., Farid M.S., Grzegorzek M.Spatiotemporal Features of Human Motion for Gait RecognitionSignal, Image and Video Processing, 13, 2, 369-377, 2019
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Koch P., Brügge N.S., Phan H., Maass M., Mertins A.Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement DataIn: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2877-2881, 2019
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Kock-Schoppenhauer A.-K., Bruland P., Kadioglu D., Brammen H., Ulrich H., Kulbe K., Duhm-Harbeck P., Ingenerf J.Scientific Challenge in eHealth: MAPPATHON- A Metadata Mapping ChallengeIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 1516-1517, 2019
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Kock-Schoppenhauer A.-K., Kroll B., Lambarki M., Ulrich H., Stahl-Toyota S., Habermann J.K., Duhm-Harbeck P., Ingenerf J., Lablans M.One Step Away from Technology but One Step Towards Domain Experts—MDRBridge: A Template-Based ISO 11179-Compliant Metadata Processing PipelineMethods of Information in Medicine, 58, S 02, e72-e79, 2019
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Kosov S., Shirahama K., Grzegorzek M.Labeling of Partially Occluded Regions via the Multi-Layer CRFMultimedia Tools and Applications, 78, 2, 2551-2569, 2019
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Kowalewska N., Łagodziński P., Grzegorzek M. (eds.)Electromyography-based Translator of the Polish Sign Language7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
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Krauth J., Gerlach S., Marzahl C., Voigt J., Handels H.Synthetic Training with Generative Adversarial Networks for Segmentation of MicroscopiesIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 37-42, 2019
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Krüger J., Ehrhardt J., Schultz S., Handels H.A Probabilistic Approach for the Registration of Images with Missing CorrespondencesIn: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 1094925-1-10949251-8, 2019
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Lins C., Eckhoff D., Klausen A., Hellmers S., Hein A., Fudickar S.Cardiopulmonary resuscitation quality parameters from motion capture data using Differential Evolution fitting of sinusoidsApplied Soft Computing, 2019
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Lucas C., Schöttler J.J., Kemmling A., Aulmann L.F., Heinrich M.P.Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CTIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 74-79, 2019
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Lux P., Diesel J., Heinrich M.P.2D Image Registration for Transforming Segmentation Masks within a Multi-Modal Camera SetupIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 129-132, 2019
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Maier A., Deserno T.M., Handels H., Maier-Hein K., Palm C., Tolxdorff T.Guest Editorial of the IJCARS—BVM 2018 Special IssueInternational Journal of Computer Assisted Radiology and Surgery, 14, 1, 1-2, 2019
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Maier A., Deserno T.M., Handels H., Maier-Hein K., Palm C., Tolxdorff T.IJCARS: BVM 2019 special issueInternational Journal of Computer Assisted Radiology and Surgery, 14, 11, 1823-1824, 2019
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Schlemper J., Oktay O., Schaap M., Heinrich M.P., Kainz B., Glocker B., Rueckert D.Attention gated networks: Learning to leverage salient regions in medical imagesMedical Image Analysis, 53, 197-207, 2019
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Schultz S., Krüger J., Handels H., Ehrhardt J.Bayesian Inference for Uncertainty Quantification in Point-based Deformable Image RegistrationIn: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 109491S-1-109491S-8, 2019
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Siebert M., Hansen L., Diesel J., Heinrich M.P.Human Pose Estimation with Hourglass Network and Convolutional AutoencoderIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 141-144, 2019
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Tabatabaei S.A.H., Delforouzi A., Khan M.H., Wesener T., Grzegorzek M.Automatic Detection of the Cracks on the Concrete Railway SleepersInternational Journal of Pattern Recognition and Artificial Intelligence, 33, 9, 2019
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Trzepacz M., Łagodziński P., Grzegorzek M. (eds.)Electrooculography Application in Vision Therapy Using Smart Glasses7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
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Ulrich H., Kern J., Tas D., Kock-Schoppenhauer A.-K., Ückert F., Ingenerf J., Lablans M.QL4MDR: a GraphQL query language for ISO 11179-based metadata repositoriesBMC Medical Informatics and Decision Making, 19, 1, 45, 2019
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Ulrich H., Kern J., Kock-Schoppenhauer A.-K., Lablans M., Ingenerf J.Towards a Federation of Metadata Repositories: Addressing Technical InteroperabilityIn: GMDS 2019, Dortmund, Stud Health Technol Inform, 267, 74-80, 2019
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Uzunova H., Schultz S., Handels H., Ehrhardt J.Unsupervised Pathology Detection in Medical Images using Conditional Variational AutoencodersInternational Journal of Computer Assisted Radiology and Surgery, 14, 3, 451-461, 2019
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Uzunova H., Schultz S., Handels H., Ehrhardt J.Evaluation of Image Processing Methods for Clinical ApplicationsIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 15-20, 2019
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Uzunova H., Ehrhardt J., Kepp T., Handels H.Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational AutoencodersIn: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 197, 2019
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Uzunova H., Ehrhardt J., Kepp T., Handels H.Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations using Variational AutoencodersIn: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 1094911-1-1094911-8, 2019
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Uzunova H., Ehrhardt J., Jacob F., Frydrychowicz A., Handels H.Multi-scale GANs for Memory-efficient Generation of High Resolution Medical ImagesIn: 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2019, Shenzen, China, 11769, 112-120, 2019
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Ververs S., Ulrich H., Ingenerf J.Concept for a Consent-Based Access Model for HAPI FHIR ServersIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 293-296, 2019
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Wiedekopf J., Becker T., Ingenerf J.Human-Readable Data Export of Medical DocumentationIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 277-280, 2019
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Wortmann J., Westerhoff V., Schenkat F., Ingenerf J.Integration of Operational Data from Mobile Ambulances into the Digital Pre-Registration SystemIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 289-292, 2019
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Xiao Y., Rivaz H., Chabanas M., Fortin M., Machado I., Ou Y., Heinrich M.P., Schnabel J.A., Zhong X., Maier A. et al.Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 ChallengeIEEE Transactions on Medical Imaging, 39, 3, 777-786, 2019
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Zimmer S., Sparborth T., Handels H.Implementation of automatic marker recognition in real time in a learning software for medical training simulatorsIn: Buzug T.M., Handels H., Klein S., Mertins A., Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 149-152, 2019
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2018
Blendowski M., Heinrich M.P.3D-CNNs for Deep Binary Descriptor Learning in Medical Volume DataIn: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin, Heidelberg, 23-28, 2018
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Bouteldja N., Heinrich M.P.Deep 3D Encoder-Decoder Networks with Applications to Organ SegmentationIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 229-232, 2018
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Bullmann M., Fetzer T., Ebner F., Deinzer F., Grzegorzek M.Fast Kernel Density Estimation Using Gaussian Filter ApproximationIn: International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, IEEE, 1233-1240, 2018
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Buzug T.M., Handels H., Klein S. (eds.)Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomedical EngineeringInfinite Science Publishing, Lübeck, 2018
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Delforouzi A., Pamarthi B., Grzegorzek M.Training-Based Methods for Comparison of Object Detection Methods for Visual Object TrackingSensors, 18, 11, 3994, 2018
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Deppenwiese N., Ulrich H., Ingenerf J.Connecting MOLGENIS to HL7 FHIR: Transformation from Questionnaires to EMXIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 333-336, 2018
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Drenkhahn C.M., Ulrich H., Duhm-Harbeck P., Ingenerf J.Mapping of Laboratory Services included in an Internal Catalog to SNOMED CT using the UMLSIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 337-340, 2018
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Ehrhardt J., Ahlborg M., Uzunova H., Buzug T.M., Handels H.Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving ObjectsIn: Knopp T., Buzug T.M., 8th International Workshop on Magnetic Particle Imaging, IWMPI 2018, Hamburg, Infinite Science Publishing, 55-56, 2018
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Fetzer T., Ebner F., Bullmann M., Deinzer F., Grzegorzek M.Smartphone-Based Indoor Localization within a 13th Century Historic BuildingSensors, 18, 12, 2018
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Fleitmann M., Seebaß M., Westerhoff M., Stalling D., Heinrich M.P., Blendowski M.Classification of axial CT Images using Deep Learning for determining a Standard Coordinate SystemIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 247-250, 2018
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Fudickar S., Stolle C., Volkening N., Hein A.Scanning Laser Rangefinders for the Unobtrusive Monitoring of Gait Parameters in Unsupervised SettingsSensors, Multidisciplinary Digital Publishing Institute, 18, 10, 3424, 2018
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Fudickar S., Kiselev J., Frenken T., Wegel S., Dimitrowska S., Steinhagen-Thiessen E., Hein A.Validation of the ambient TUG chair with light barriers and force sensors in a clinical trialAssistive Technology, Taylor & Francis, 0, 2018
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Grünewald A., Li F., Kampling H., Krönert D., Pöhler J., Littau J., Schnieber K., Piet A., Niehaves B., Grzegorzek M. … et al.Biomedical Data Acquisition and Processing to Recognize Emotions for Affective LearningIn: 18th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2018), Taichung, Taiwan, IEEE, 2018
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Grzegorzek M., Gertych A., Aumayr G., Piętka E.Special Issue on Active and Assisted LivingComputers in Biology and Medicine, Elsevier, 95, 234-306, 2018
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Grzegorzek M., Gertych A., Aumayr G., Piętka E.Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.Computers in biology and medicine, 95, 234-235, 2018
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Heinrich M.P., Oktay O.Exploring Sparsity in CNNs for Medical Image Segmentation BRIEFnetIn: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 40-41, 2018
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Heinrich M.P., Blendowski M., Oktay O.TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary ConvolutionsInternational Journal of Computer Assisted Radiology and Surgery, 13, 9, 1311-1320, 2018
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Heinrich M.P., Oktay O., Bouteldja N.OBELISK – One Kernel to Solve Nearly Everything:Unified 3D Binary Convolutions for Image AnalysisIn: Conference on Medical Imaging with Deep Learning (MIDL 2018), 2018
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Hellmers S., Izadpanah B., Dasenbrock L., Diekmann R., Bauer J.M., Hein A., Fudickar S.Towards an Automated Unsupervised Mobility Assessment for Older People Based on Inertial TUG MeasurementsSensors, 18, 10, 2018
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Hellmers S., Kromke T., Dasenbrock L., Heinks A., Bauer J.M., Hein A., Fudickar S.Stair Climb Power Measurements via Inertial Measurement Units - Towards an Unsupervised Assessment of Strength in Domestic EnvironmentsIn: Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, 39-47, 2018
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Hellmers S., Fudickar S., Dasenbrock L., Heinks A., Bauer J.M., Hein A.A Model-Based Approach for Jump Analyses Regarding Strength and BalanceIn: Nathalia P., Silveira M., H. A.H., Carlos M., L B.E., Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 354-375, 2018
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Kasparick M., Schmitz M., Andersen B., Rockstroh M., Franke S., Schlichting S., Golatowski F., Timmermann D.OR.NET: A Service-Oriented Architecture for Safe and Dynamic Medical Device InteroperabilityBiomedizinische Technik. Biomedical engineering, 63, 1, 11-30, 2018
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Kepp T., Droigk C., Casper M., Evers M., Salma N., Manstein D., Handels H.Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-BilddatenIn: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 203, 2018
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Kepp T., Droigk C., Casper M., Evers M., Salma N., Manstein D., Handels H.Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forestsIn: SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 1057426-1-1057426-8, 2018
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Kern J., Tas D., Ulrich H., Schmidt E.E., Ingenerf J., Ückert F., Lablans M.A Method to Use Metadata in Legacy Web Applications: The Samply.MDR.InjectorStudies in health technology and informatics, 253, 45-49, 2018
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Khan M.H., Schneider M., Farid M.S., Grzegorzek M.Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.Sensors (Basel, Switzerland), 18, 10, 2018
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Khan M.H., Farid M.S., Grzegorzek M.Spatiotemporal features of human motion for gait recognitionSignal, Image and Video Processing, 2018
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Khan M.H., Helsper J., Farid M.S., Grzegorzek M.A computer vision-based system for monitoring Vojta therapy.International journal of medical informatics, 113, 85-95, 2018
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Khan M.H., Farid M.S., Zahoor M., Grzegorzek M.Cross- View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal FeaturesIn: 25th IEEE International Conference on Image Processing (ICIP) 2018, Athens, Greece, IEEE, 773-777, 2018
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Khan M.H., Farid M.S., Grzegorzek M.Using a generic model for codebook-based gait recognition algorithmsIn: International Workshop on Biometrics and Forensics (IWBF) 2018, Sassari, Italy, IEEE, 1-7, 2018
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Kock-Schoppenhauer A.-K., Hartung L., Ulrich H., Duhm-Harbeck P., Ingenerf J.Practical Extension of Provenance to Healthcare Data Based on the W3C PROV StandardStudies in health technology and informatics, 253, 28-32, 2018
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Köping L., Shirahama K., Grzegorzek M.A general framework for sensor-based human activity recognition.Computers in biology and medicine, 95, 248-260, 2018
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Kosov S., Shirahama K., Li C., Grzegorzek M.Environmental microorganism classification using conditional random fields and deep convolutional neural networksPattern Recognition, 77, 248-261, 2018
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Krönert D., Grünewald A., Li F., Grzegorzek M., Brück R.Sensor Headband for Emotion Recognition in a Virtual Reality EnvironmentIn: 6th International Conference on Information Technologies in Biomedicine (ITIB 2018), Kamień Śląski, Poland, Springer, 539-548, 2018
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Krüger J., Ehrhardt J., Handels H.Probabilistic Appearance Models for Medical Image AnalysisIn: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 37-38, 2018
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Lagodzinski P., Shirahama K., Grzegorzek M.Codebook-based electrooculography data analysis towards cognitive activity recognition.Computers in biology and medicine, 95, 277-287, 2018
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Laule D., Diesel J., Heinrich M.P.Occlusion Estimation in 3D Point Clouds using Visual Data from Home Care ScenariosIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 185-188, 2018
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Li F., Shirahama K., Nisar M.A., Köping L., Grzegorzek M.Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.Sensors (Basel, Switzerland), 18, 2, 2018
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Lins C., Fudickar S., Gerka A., Hein A.A Wearable Vibrotactile Interface for Unfavorable Posture Awareness WarningIn: in Proc. 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2018), Funchal - Madeira, Portugal, 2018
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Lins C., Fudickar S., Hein A.XML Skeleton Definitions for Human Posture AssessmentsStudies in Health Technology and Informatics, 253, 225-229, 2018
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Lins C., Fudickar S., Hein A.SKAML: An XML Markup Language for Abstract Skeleton Definitions in the Context of Human Posture AssessmentsIn: Medical Informatics Europe, Gothenburg, Sweden, 2018
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Lins C., Klausen A., Fudickar S., Hellmers S., Lipprandt M., Röhrig R., Hein A.Determining Cardiopulmonary Resuscitation Parameters with Differential Evolution Optimization of Sinusoidal CurvesIn: Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies, Funchal - Madeira, Portugal, SCITEPRESS - Science and Technology Publications, 665-670, 2018
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Löffler B.S., Stecher H.I., Fudickar S., Sordi D., Otto-Sobotka F., Hein A., Herrmann C.H.Counteracting the Slowdown of Reaction Times in a Vigilance Experiment with 40-Hz Transcranial Alternating Current StimulationIEEE - Transactions on Neural Systems & Rehabilitation Engineering, 2018
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Lucas C., Kemmling A., Madany Mamlouk A., Heinrich M.P.Multi-scale neural network for automatic segmentation of ischemic strokes on acute perfusion imagesIn: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, IEEE, 1118-1121, 2018
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Lucas C., Kemmling A., Bouteldja N., Aulmann L.F., Madany Mamlouk A., Heinrich M.P.Learning to Predict Ischemic Stroke Growth on Acute CT Perfusion Data by Interpolating Low-Dimensional Shape RepresentationsFrontiers in Neurology, 9, 989, 2018
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Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T. (eds.)Bildverarbeitung für die Medizin 2018Springer Vieweg, Berlin Heidelberg, Erlangen, 2018
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Mastmeyer A., Wilms M., Handels H.Population-based Respiratory 4D Motion Atlas Construction and its Application for VR Simulations of Liver PuncturesIn: Angelini E.D., SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 1057417-1-1057417-7, 2018
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Mastmeyer A.Patientenspezifische Virtual-Reality-Simulationen, Ultraschallgestützte Nadelpunktionen in atmungsbewegten virtuellen PatientenHandels H. (ed.), Research Series of the Institute of Medical Informatics, University of Lübeck, Infinite Science Publishing, Lübeck, 2018
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Mücke E., Handels H., Werner R.Self-reference-based and during-registration detection of motion artifacts in spatio-temporal image dataIn: Angelini E.D., SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 105740Q-1-105740Q-7, 2018
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Papież B.W., Franklin J.M., Heinrich M.P., Gleeson F.V., Brady M., Schnabel J.A.GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applicationsJournal of Medical Imaging, 5, 2, 024001, 2018
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Salma N., Evers M., Casper M.J., Droigk C., Kepp T., Handels H., Dieter M.Mouse Model of Cold-Induced Localized Fat Loss (Selective Cryolipolysis)In: Lasers in Surgery and Medicine, Wiley, 50, 19-20, 2018
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Suinesiaputra A., Ablin P., Alba X., Alessandrini M., Allen J., Bai W., Cimen S., Claes P., Cowan B.R., D'hooge J. … Ehrhardt J. … Wilms M. … et al.Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.IEEE journal of biomedical and health informatics, 22, 2, 503-515, 2018
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Tanno R., Makropoulos A., Arslan S., Oktay O., Mischkewitz S., Al-Noor F., Oppenheimer J., Mandegaran R., Kainz B., Heinrich M.P.AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound DiagnosticsIn: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, LNCS, 11071, 905-912, 2018
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Ulrich H., Kock-Schoppenhauer A.-K., Duhm-Harbeck P., Ingenerf J.Using Graph Tools on Metadata RepositoriesStudies in health technology and informatics, 253, 55-59, 2018
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Uzunova H., Handels H., Ehrhardt J.Unsupervised Pathology Detection in Medical Images using Learning-based MethodsIn: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T., Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 61-66, 2018
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Ververs S., Ulrich H., Kock A.-K., Ingenerf J.Konvertierung von MIMIC-III-Daten zu FHIRIn: GMDS, Osnabrück, 2018
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Volkening N., Unni A., Rieger J.W., Fudickar S., Hein A.Development of a Mobile Functional Near-Infrared Spectroscopy PrototypeIn: Skulimowski A.M.J., Sheng Z., Khemiri-Kallel S., Cérin C., Hsu C.-H., Internet of Vehicles. Technologies and Services Towards Smart City, Cham, Springer International Publishing, 146-161, 2018
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Volkening N., Unni A., Becker S., Rieger J.W., Fudickar S., Hein A.Development of a Mobile Functional Near-infrared Spectroscopy Prototype and its Initial Evaluation: Lessons LearnedIn: Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference on - PETRA '18, ACM Press, 214-221, 2018
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Vothknecht E., Coleca F., Klement S., Handels H.Head-to-Steering-Wheel Distance Estimation Based on a Monocular RGB Camera with Convolutional Neuronal NetworksIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 291-294, 2018
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Weller D., Hansen L., Blendowski M., Heinrich M.P.Transferring a Deep Cityscape Synthesis Approach to the Medical DomainIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 91-94, 2018
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Wessel J., Heinrich M.P.Multiple Landmark Localization in medical CT Scans using Deep Neural Networks with Heatmap RegressionIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 197-200, 2018
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Winzeck S., Hakim A., McKinley R., Pinto J.A.A.D.S.R., Alves V., Silva C., Pisov M., Krivov E., Belyaev M., Monteiro M. … Lucas C. … Heinrich M.P. … Maier O. … et al.ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRIFrontiers in Neurology, 9, 679, 2018
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Wolff J., Schindler S., Lucas C., Binninger A.-S., Weinrich L., Schreiber J., Hegerl U., Möller H.E., Leitzke M., Geyer S. et al.A semi-automated algorithm for hypothalamus volumetry in 3 Tesla magnetic resonance imagesPsychiatry Research: Neuroimaging, 277, 45-51, 2018
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Yang C., Flak O., Grzegorzek M.Representation and Matching of Team Managers: An Experimental ResearchIEEE Transactions on Computational Social Systems, 5, 2, 311-323, 2018
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Zantop K., Kartalis N., Heinrich M.P., Moreno R.Influence of Affine Image Registration on the Calculation of Diffusion Properties with a Kurtosis Model in Diffusion Weighted ImagingIn: Buzug T.M., Handels H., Klein S., Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 217-220, 2018
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2017
Andersen B., Kasparick M., Janß A., Rockstroh M., Franke S., Golatowski F., Radermacher K., Neumuth T., Ingenerf J.Unterstützung des Chirurgen durch vernetzte Medizingeräte & Computer-assistierte ChirurgieIn: Einhäupl K.M., Medizin 4.0 – Zur Zukunft der Medizin in der digitalisierten Welt, Berlin, Germany, Hanns Martin Schleyer-Stiftung, 88, 159-172, 2017
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Andersen B., Kasparick M., Ulrich H., Franke S., Schlamelcher J., Rockstroh M., Ingenerf J.Connecting the clinical IT infrastructure to a service-oriented architecture of medical devicesBiomedical Engineering / Biomedizinische Technik, 63, 1, 57-68, 2017
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Baake M., Henke A., Kessner E., Ingenerf J.Creating Reports with BIRT to support the Development Process of Medical SoftwareIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 171-174, 2017
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Baumhof S., Andersen B., Ingenerf J.Standardisation of Surgical Terms for the Extension of the ISO/IEEE 11073-1010X NomenclatureIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 155-159, 2017
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Blendowski M., Heinrich M.P.Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-SegmentierungIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 24-24, 2017
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Blum S., Debener S., Emkes R., Volkening N., Fudickar S., Bleichner M.G.EEG Recording and Online Signal Processing on Android: A Multiapp Framework for Brain-Computer Interfaces on SmartphoneBioMed Research International Hindawi, 2017, 12-12, 2017
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Bouteldja N., Wilms M., Handels H., Säring D., Ehrhardt J.Model-Based 4D Segmentation of Cardiac Structures in Cine MRI SequencesIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 18-23, 2017
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Broecker N., Ehrhardt J.Joint registration and segmentation using statistical shape modelsIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 201-204, 2017
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Buzug T.M., Handels H. (eds.)Student Conference Proceedings 2017: 6th Conference on Medical Engineering Science and 2nd Conference on Medical InformaticsInfinite Science Publishing, Lübeck, 2017
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Carass A., Roy S., Jog A., Cuzzocreo J.L., Magrath E., Gherman A., Button J., Nguyen J., Prados F., Sudre C.H. … Maier O. … Handels H. … et al.Longitudinal multiple sclerosis lesion segmentation: Resource and challengeNeuroImage, 148, 77-102, 2017
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Deppenwiese N., Ulrich H., Wrage J.-H., Kock-Schoppenhauer A.-K., Ingenerf J.Entwicklung eines Tools zum Konvertieren von HL7 FHIR Questionnaires in das MOLGENIS EMX FormatIn: GMDS, Oldenburg, 2017
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Essenwanger A., Diesel J., Uth M.-F., Handels H.An Image Annotation Tool for the Preparation of Object Detection and Automatic Segmentation in Thermal ImagesIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 195-198, 2017
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Fleitmann M., Käferlein O., Wilms M., Säring D., Handels H., Ehrhardt J.Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-BilddatenIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 293-298, 2017
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Fudickar S., Isken M., Fleßner J., Volkening N., Steen E.-E., Hein A.Gesture controlled hospital beds for home careIn: Wichert R., Mand B., Ambient Assisted Living 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016, Springer International Publishing, 103-118, 2017
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Ha I.Y., Wilms M., Heinrich M.P.Multi-object segmentation in chest X-ray using cascaded regression fernsIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung in der Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 254-259, 2017
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Heinrich M.P., Oktay O.BRIEFnet: Deep Pancreas Segmentation Using Binary Sparse ConvolutionsIn: International Conference on Medical Image Computing and Computer-Assisted Intervention, Springer, Cham, 329-337, 2017
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Heinrich M.P., Oster J.MRI Whole Heart Segmentation using Discrete Nonlinear Registration and Fast Non-Local FusionIn: International Workshop on Statistical Atlases and Computational Modeling of the Heart, Springer, Cham, 233-241, 2017
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Hellmers S., Fudickar S., Büse C., Dasenbrock L., Heinks A., Bauer J.M., Hein A.Technology Supported Geriatric AssessmentIn: Wichert R., Mand B., Ambient Assisted Living: 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016, Springer International Publishing, Cham, 85-100, 2017
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Hellmers S., Fudickar S., Lange E., Lins C., Hein A.Validation of a motion capture suit for clinical gait analysisIn: Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare - PervasiveHealth '17, New York, New York, USA, ACM Press, 120-126, 2017
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Hellmers S., Steen E.-E., Dasenbrock L., Heinks A., Bauer J.M., Fudickar S., Hein A.Towards a minimized unsupervised technical assessment of physical performance in domestic environmentsIn: Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare - PervasiveHealth '17, New York, New York, USA, ACM Press, 207-216, 2017
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Hellmers S., Fudickar S., Dasenbrock L., Heinks A., Bauer J.M., Hein A.Understanding Jump Landing as an Oscillating System: A Model-based Approach of Balance and Strength AnalysesIn: Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies, Porto, SCITEPRESS - Science and Technology Publications, 159-168, 2017
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Kepp T., Koinzer S., Handels H., Brinkmann R.Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des FundusIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 331-336, 2017
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Kock-Schoppenhauer A.-K., Kamann C., Ulrich H., Duhm-Harbeck P., Ingenerf J.Linked Data Applications through Ontology Based Data Access in Clinical ResearchIn: Informatics for Health 2017, Manchester Central, UK, Studies in Health Technology and Informatics, 235, 131-135, 2017
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Kock-Schoppenhauer A.-K., Ulrich H., Duhm-Harbeck P., Habermann J.K., Ingenerf J.Increasing Standardization of Biobank Data through HL7 FHIR MappingIn: Global Biobank Week, Stockholm, Global Biobank Week Posters Abstracts Book 2017, 135, 2017
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Krüger J., Ehrhardt J., Handels H.Statistical appearance models based on probabilistic correspondencesMedical Image Analysis, 37, 146-159, 2017
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Lucas C., Maier O., Heinrich M.P.Shallow fully-connected neural networks for ischemic stroke-lesion segmentation in MRIIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung in der Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 261-266, 2017
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Maier O., Menze B.H., Gablentz J., Häni L., Heinrich M.P., Liebrand M., Winzeck S., Basit A., Bentley P., Chen L. … Wilms M. … Handels H. … et al.ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRIMedical Image Analysis, 35, 250-269, 2017
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Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T. (eds.)Bildverarbeitung für die Medizin 2017Springer Berlin Heidelberg, Berlin, 2017
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Mastmeyer A., Wilms M., Handels H.Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von PunktionseingriffenIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 340-345, 2017
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Mastmeyer A., Fortmeier D., Handels H.Evaluation of Direct Haptic 4D Volume Rendering of Partially Segmented Data for Liver Puncture SimulationNature Scientific Reports, 7, 671,1-15, 2017
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Mastmeyer A., Wilms M., Handels H.Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver PuncturesJournal of World Society of Computer Graphics - WSCG, 25(1), 1-10, 2017
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Mastmeyer A., Pernelle G., Ma R., Barber L., Kapur T.Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-imagesMedical Image Analysis, 42, 173-188, 2017
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Mathes J.-H., Meincke O., Ulrich H., Ingenerf J.Replicating and Synchronising a Medical Database in an Object Relational Mapping ContextIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 175-178, 2017
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Mollink J., Kleinnijenhuis M., Walsum A.-M.C., Sotiropoulos S.N., Cottaar M., Mirfin C., Heinrich M.P., Jenkinson M., Pallebage-Gamarallage M., Ansorge O. et al.Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imagingNeuroImage, Academic Press, 157, 561-574, 2017
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Oktay O., Bai W., Guerrero R., Rajchl M., Marvao A., O’Regan D.P., Cook S.A., Heinrich M.P., Glocker B., Rueckert D.Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac ImagesIEEE Transactions on Medical Imaging, IEEE, 36, 1, 332-342, 2017
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Rockstroh M., Franke S., Hofer M., Will A., Kasparick M., Andersen B., Neumuth T.OR.NET: Multi-perspective Qualitative Evaluation of an Integrated Operating Room based on IEEE 11073 SDCInternational Journal of Computer Assisted Radiology and Surgery, 12, 8, 1461-1469, 2017
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Rühaak J., Polzin T., Heldmann S., Simpson I., Handels H., Modersitzki J., Heinrich M.P.Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable RegistrationIEEE Transactions on Medical Imaging, 1746-1757, 2017
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Schulz L., Stender B., Handels H.Registration of thermographic Images and three dimensional Point CloudsIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 217-220, 2017
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Soika K.L., Melnik S., Heinrich M.P.Simulated Monochromatic X-ray Images by Forward Projection Utilizing the Lambert-Beer LawIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 285-288, 2017
Sothmann T., Gauer T., Wilms M., Werner R.Correspondence model-based 4D VMAT dose simulation for analysis of local metastasis recurrence after extracranial SBRT.Physics in medicine and biology, 62, 23, 9001-9017, 2017
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Strenge P., Kyme A., Handels H.Developing a Calibrated Setup to Investigate markerless Multi-View Reconstruction of Freely Moving RodentsIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 149-160, 2017
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Ulrich H., Kock-Schoppenhauer A.-K., Andersen B., Duhm-Harbeck P., Ingenerf J.Mapping clinical care and research data to HL7 FHIR to improve sharing and reuseIn: Informatics for Health 2017, Manchester Central, UK, 2017
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Ulrich H., Kock-Schoppenhauer A.-K., Andersen B., Ingenerf J.Analysis of Annotated Data Models for Improving Data QualityStudies in health technology and informatics, 243, 190-194, 2017
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Uzunova H., Handels H., Ehrhardt J.Robust Groupwise Affine Registration of Medical Images with Stochastic OptimizationIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 62-67, 2017
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Uzunova H., Handels H., Ehrhardt J.Groupwise Affine Registration of Medical Images with Missing CorrespondencesIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 213-216, 2017
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Uzunova H., Wilms M., Handels H., Ehrhardt J.Training CNNs for Image Registration from Few Samples with Model-based Data AugmentationIn: Descoteaux M., al , 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 223-231, 2017
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Vogt N., Lorenz C., Brosch T., Heinrich M.P.Deep learning for spinal centerline extractionIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 229-232, 2017
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Werner R., Schetelig D., Sothmann T., Mücke E., Wilms M., Cheng B., Forkert N.D.Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation StudyIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 161-166, 2017
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Wilms M., Handels H., Ehrhardt J.Multi-resolution multi-object statistical shape models based on the locality assumption.Medical image analysis, 38, 17-29, 2017
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Wilms M., Handels H., Ehrhardt J.Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix CompletionIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 215-216, 2017
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Wilms M., Handels H., Ehrhardt J.Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training PopulationsIn: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T., Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 359-360, 2017
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Wilms M., Handels H., Ehrhardt J.Representative Patch-based Active Appearance Models Generated From Small Training PopulationsIn: Descoteaux M., al , 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 152-160, 2017
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Wilms M., Werner R., Yamamoto T., Handels H., Ehrhardt J.Subpopulation-based correspondence modelling for improved respiratory motion estimation in the presence of inter-fraction motion variationsPhysics in Medicine and Biology, 62, 14, 5823-5839, 2017
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Zell F., Heinrich M.P.Propagation of landmarks with a registration graphIn: Buzug T.M., Handels H., Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 209-212, 2017
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Ziaei A., Mehrtash A., Pernelle G., Mastmeyer A., Fedorov A., Fennessy F., Tuncali K., Tempany C., Kapur T.Needle Trajectory Segmentation for MRI-Guided Prostate BiopsyIn: BWH Radiology Research Symposium, 2017
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Ziaei A., Mehrtash A., Taghipour M., Ghafoorian M., Pernelle G., Mastmeyer A., Meyer A., Hansen C., Wells W., Abolmaesumi P. et al.A Deep Learning Technique to Improve MR-Guided Prostate BiopsyIn: AdMeTech Global Summit 2017, 2017
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2016
Andersen B., Kasparick M., Golatowski F., Ingenerf J.Extending the IEEE 11073-1010X Nomenclature for the Modelling of Surgical DevicesIn: 2016 IEEE-EMBS 3rd International Conference on Biomedical and Health Informatics (BHI), Las Vegas, NV, IEEE, 244-247, 2016
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Andersen B.Safe and Dynamic Networking in Operating Room and HospitalIn: Gabler S., U.S.-German Standards Panel – Innovation in the Medical Device Sector, Washington, DC, USA, ANSI American National Standards Institute and DIN German Institute for Standardisation, 22, 2016
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Andersen B., Kasparick M., Baumhof S., Golatowski F., Ingenerf J.Definition and Validation of Surgical Device Specialisations for a Service-Oriented Medical Device ArchitectureIn: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, USA, 2016
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Andersen B., Kasparick M., Ulrich H., Schlichting S., Golatowski F., Timmermann D., Ingenerf J.Point-of-Care Medical Devices and Systems Interoperability: A Mapping of ICE and FHIRIn: 2016 IEEE Conference on Standards for Communications and Networking (CSCN), Berlin, Germany, IEEE, 1-5, 2016
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Baake M., Drenkhahn C.M., Deppenwiese N., Kock A.-K., Ingenerf J.Mobile Studiendokumentation auf Grundlage von HL7 FHIR-RessourcenIn: HEC 2016: Health - Exploring Complexity; Joint Conference of GMDS, DGEpi, IEA-EEF, EFMI, München, 2016
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Baltruschat M., Hensel M., Heinrich M.P.Automatic Orientation Detection of Hand Structures in Digital X-Ray ImagesIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 203-206, 2016
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Buzug T.M., Handels H. (eds.)Student Conference Proceedings 2016: 5th Conference on Medical Engineering Science and 1st Conference on Medical InformaticsInfinite Science Publishing, Lübeck, 2016
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Crimi A., Menze B., Maier O., Reyes M., Handels H. (eds.)Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain InjuriesBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, First International Workshop, Brainles 2015, Held in Conjuction with MICCAI 2015, Springer International Publishing, München, 2016
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Degen J., Heinrich M.P.Multi-Atlas Based Pseudo-CT Synthesis using Multimodal Image Registration and Local Atlas Fusion StrategiesIn: Workshop on Biomedical Image Registration (WBIR) 2016 (CVPR Workshop), Las Vegas, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 160-168, 2016
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Ehrhardt J., Wilms M., Handels H., Säring D.Automatic Detection of Cardiac Remodeling using Global and Local Clinical Measures and Random Forest ClassificationIn: MICCAI Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, Springer International Publishing, 199-207, 2016
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Ehrhardt J., Jacob F., Handels H., Frydrychowicz A.Comparison of Post-hoc Normalization Approaches for CT-based Lung Emphysema Index QuantificationIn: Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P., Bildverarbeitung für die Medizin 2016, Berlin, Informatik aktuell, Springer, Berlin Heidelberg, 44-49, 2016
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Ehrhardt J., Wilms M., Handels H.Patch-based Low-rank Matrix Completion for Learning of Shape and Motion Models from Few Training SamplesIn: 14th European Conference on Computer Vision (ECCV) 2016, Amsterdam, Lecture Notes in Computer Science, 9908, 712-727, 2016
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Fortmeier D., Mastmeyer A., Schröder J., Handels H.A Virtual Reality System for PTCD Simulation using Direct Visuo-haptic Rendering of Partially Segmented Image DataIEEE Journal of Biomedical and Health Informatics, 20, 1, 355-366, 2016
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Ha I.Y., Wilms M., Heinrich M.P.Model-based Respiratory Motion Compensation in MRI-guided RadiotherapyIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 239-242, 2016
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Heinrich M.P., Simpson I.J.A., Papież B.W., Brady S.M., Schnabel J.A.Deformable Image Registration by Combining Uncertainty Estimates from Supervoxel Belief PropagationMedical Image Analysis, 27, 57-71, 2016
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Heinrich M.P., Blendowski M.Multi-Organ Segmentation using Vantage Point Forests and Binary Context FeaturesIn: 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Springer, 598-606, 2016
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Heinrich M.P., Oktay O.Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas FusionIn: International Workshop on Computational Methods and Clinical Applications for Spine Imaging, Springer, Cham, 77-84, 2016
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Heusel S., Gisch S., Mersmann S., Ingenerf J.Test Automation Framework for an HL7 integration engineIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 125-128, 2016
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Jimenez-Del-Toro O., Muller H., Krenn M., Gruenberg K., Taha A.A., Winterstein M., Eggel I., Foncubierta-Rodriguez A., Goksel O., Jakab A. … Heinrich M.P. … et al.Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks.IEEE transactions on medical imaging, 35, 11, 2459-2475, 2016
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Kamann C., Ingenerf J.Transformation von Intensivdaten von der MIMIC-II Datenbank auf einen FHIR-ServerIn: HEC 2016: Health - Exploring Complexity; Joint Conference of GMDS, DGEpi, IEA-EEF, EFMI, München, 2016
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Kasparick M., Andersen B.Offene Standards im vernetzten OperationssaalElektronikpraxis, 14, 62-64, 2016
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Krooß J., Brendel B., Köhler T., Heinrich M.P.Denoising spectral CT images using parallel level setsIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 207-210, 2016
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Krüger J., Ehrhardt J., Handels H.Multi-level approach for statistical appearance models with probabilistic correspondencesIn: Styner M.A., Angelini E.D., SPIE Medical Imaging 2016: Image Processing, San Diego, California, United States, SPIE, 9784, 978433-978433-6, 2016
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Landwehr L., Bouwman C., Aben J.P., Prinzen F.W., Heinrich M.P.Myocardial Strain Measurement – A Registrational Method with Block Matching Approach–In: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 195-198, 2016
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Maier O., Wilms M., Handels H.Image Features for Brain Lesion Segmentation Using Random ForestsIn: Crimi A., Menze B., Maier O., Reyes M., Handels H., Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (Brainles 2015), München, Lecture Notes in Computer Science, Springer International Publishing, 9556, 119-130, 2016
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Mastmeyer A., Fortmeier D., Handels H.Random forest classification of large volume structures for visuo-haptic rendering in CT imagesIn: Styner M.A., Angelini E.D., SPIE Medical Imaging 2016: Image Processing, San Diego, California, United States, SPIE, 9784, 97842H-97842H-8, 2016
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Mastmeyer A., Wilms M., Fortmeier D., Schröder J., Handels H.Real-Time Ultrasound Simulation for Training of US-Guided Needle Insertion in Breathing Virtual Patients.Studies in health technology and informatics, 220, 219-26, 2016
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Mastmeyer A., Fortmeier D., Handels H.Efficient patient modeling for visuo-haptic VR simulation using a generic patient atlas.Computer methods and programs in biomedicine, 132, 161-75, 2016
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Mücke E., Werner R., Wilms M., Handels H., Gauer T.Acquisition of respiratory signals and generation of visual realtime biofeedback using structured IR light surface scanningIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 155-158, 2016
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Nehrhoff I., Rodríguez López S., Ortuno J.E., Maier O., Ledesma-Carbayo M.J., Handels H.Image processing of pulmonary radiography of pediatric patients to assess tuberculosis or pneumonia for the application in diagnosis in low- and middle-income countriesIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 199-202, 2016
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Polzin T., Niethammer N., Heinrich M.P., Handels H., Modersitzki J.Memory Efficient LDDMM for Lung CTIn: 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Springer, 28-36, 2016
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Rehmann D., Meinke G., Ingenerf J.Device Metric processing with FHIR – from device observation report to device metrics bundle –In: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 133-136, 2016
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Rhein M., Schlichting S., Ingenerf J.Converting HL7v2.6 to FHIR – One method on how to perform it –In: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 129-132, 2016
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Schnabel J.A., Heinrich M.P., Papież B.W., Brady M.J.Advances and challenges in deformable image registration: From image fusion to complex motion modellingMedical Image Analysis, Elsevier, 33, 145-148, 2016
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Schumacher M., Klinder T., Schmidt-Richberg A., Kabus S., Heinrich M.P.Evaluation of medical image registration algorithms on pulmonary inhale and exhale CT scansIn: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 191-194, 2016
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Steppke K., Kunath A., Grüner F., Ingenerf J., Handels H.Determination of action forces applied by users – To make a medical device more reliable –In: Buzug T.M., Handels H., Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 99-102, 2016
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Tolxdorff T., Deserno T.M., Handels H., Meinzer H.-P. (eds.)Bildverarbeitung für die Medizin 2016Springer Berlin Heidelberg, Berlin, 2016
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Ulrich H., Kock A.-K., Duhm-Harbeck P., Habermann J.K., Ingenerf J.Metadata Repository for Improved Data Sharing and Reuse Based on HL7 FHIR.Studies in health technology and informatics, 228, 162-6, 2016
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Volkening N., Unni A., Löffler B.S., Fudickar S., Rieger J.W., Hein A.Characterizing the Influence of Muscle Activity in fNIRS Brain Activation MeasurementsIn: IFAC-PapersOnLine, 49, 11, 84-88, 2016
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Wagenzink S., Duhm-Harbeck P., Kock A.-K., Ingenerf J.Export- und Update-Modul für Studiendaten aus OpenClinica zur Weiterverarbeitung in MS ExcelIn: HEC 2016: Health - Exploring Complexity; Joint Conference of GMDS, DGEpi, IEA-EEF, EFMI, München, 2016
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Werner R., Wilms M., Cheng B., Forkert N.D.Beyond Cost Function Masking: RPCA-based Non-linear Registration in the Context of VLSMIn: 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI) 2016, Trento - Italy, 2016
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Wilms M., Ha I.Y., Handels H., Heinrich M.P.Model-based Regularisation for Respiratory Motion Estimation with Sparse Features in Image-guided InterventionsIn: Ourselin S., Joskowicz L., Sabuncu M.R., Unal G., Wells W., 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Image Processing, Computer Vision, Pattern Recognition, and Graphics, Springer International Publishing, 9902, 89-97, 2016
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Xu Z., Lee C.P., Heinrich M.P., Modat M., Rueckert D., Ourselin S., Abramson R.G., Landman B.A.Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT.IEEE transactions on bio-medical engineering, 63, 8, 1563-72, 2016
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2015
Andersen B., Ulrich H., Rehmann D., Kock A.-K., Wrage J.-H., Ingenerf J.A Gateway for Reporting Medical Device Observations to Clinical Information SystemsInternational Journal for Computer Assisted Radiology and Surgery, 10, 156, 2015
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Andersen B., Ulrich H., Rehmann D., Kock A.-K., Wrage J.-H., Ingenerf J.Reporting Device Observations for semantic interoperability of surgical devices and clinical information systemsIn: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milan, Italy, IEEE, 1725-1728, 2015
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Brors B., Bulashevska S., Handels H., Stockmanns G., Naroska E., Ressel C., Jahn F., Lenz R., Ganslandt T., Walz M. et al.Biomedizinische Technik–Medizinische InformatikWalter de Gruyter GmbH & Co KG, 2015
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Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., Hellbrück H., Hübner C., Hüttmann G. et al. (eds.)Proceedings, Student Conference 2015, Medical Engineering ScienceInfinite Science Publishing, Lübeck, 2015
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Degen J., Modersitzki J., Heinrich M.P.Dimensionality reduction of multidimensional image descriptors for medical Image registrationIn: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., al , Student Conference 2015, Medical Engineering Science, Lübeck, 207-210, 2015
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Degen J., Modersitzki J., Heinrich M.P.Dimensionality Reduction of Medical Image Descriptors for Multimodal Image RegistrationCurrent Directions in Biomedical Engineering, 1, 1, 201-205, 2015
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Dehm J., Moser H., Andersen B.Standardisation for Plug and Play of Medical DevicesIn: 49th annual conference of the German Society for Biomedical Engineering (BMT 2015), Lübeck, 2015
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Dickhaus H., Handels H.Medizinische BildverarbeitungIn: Biomedizinische Technik - Medizinische Informatik, Dickhaus H., Knaup-Gregori P., Biomedizinische Technik, Walter de Gruyter GmbH & Co KG, 244-283, 2015
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Ehrhardt J., Schmidt-Richberg A., Werner R., Handels H.Variational Registration - A Flexible Open-Source ITK Toolbox for Nonrigid Image RegistrationIn: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T., Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 209-214, 2015
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Fortmeier D., Wilms M., Mastmeyer A., Handels H.Direct Visuo-Haptic 4D Volume Rendering Using Respiratory Motion ModelsIEEE Transactions on Haptics, 8, 4, 371-383, 2015
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Friedmann L., Maier O., Handels H.Ischemic Stroke Lesion Segmentation - Setup of a ChallengeIn: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., al , Student Conference 2015, Medical Engineering Science, Lübeck, 219-222, 2015
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Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T. (eds.)Bildverarbeitung für die Medizin 2015Bildverarbeitung für die Medizin 2015, Springer, Berlin Heidelberg, Lübeck, 2015
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Heinrich M.P., Maier O., Handels H.Multi-modal Multi-Atlas Segmentation using Discrete Optimisation and Self-SimilaritiesIn: VISCERAL Anatomy3 Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging - ISBI 2015, Procceedings, VISCERAL@ISBI 2015, CEUR-WS.org, 2015
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Heinrich M.P., Handels H., Simpson I.Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence FieldsIn: Navab N., Hornegger J., Wells W., Frangi A.F., 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, Munich, Lecture Notes in Computer Science, Springer, Berlin, LNCS Vol. 9350, 338-345, 2015
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Heinrich M.P., Wilms M., Handels H.Multi-Atlas Segmentation using Patch-Based Joint Label Fusion with Non-Negative Least Squares RegressionIn: MICCAI Workshop on Patch-based Techniques in Medical Imaging, Patch-MI 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, Lecture Notes in Computer Science, LNCS Vol. 9467, 146-153, 2015
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Ingenerf J.Klassifikationen und Terminologien - Eine ÜbersichtIn: Rienhoff O., Semler S.C., Terminologien und Ordnungssysteme in der Medizin - Standortbestimmung und Handlungsbedarf in den deutschsprachigen Ländern, Schriftenreihe der TMF - Technologie- und Methodenplattform für die vernetzte medizinische Forschung e.V., MWV, Berlin, 35-50, 2015
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Ingenerf J., Andersen B.Managing the Data Exchange Between a Service-Oriented Medical Device Architecture and Hospital Information SystemsIn: 49th annual conference of the German Society for Biomedical Engineering (BMT 2015), Lübeck, 2015
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Kepp T., Ehrhardt J., Handels H.Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-BilddatenIn: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T., Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 95-100, 2015
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Kleinfeld A., Maier O., Forkert N., Handels H.Automatische Detektion von Okklusionen zerebraler Arterien in 3D-MagnetresonanzangiographiedatenIn: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T., Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 17-22, 2015
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Kock A.-K., Kaya R., Müller C., Andersen B., Langer T., Ingenerf J.A mobile application to manage and minimise the risk of late effects caused by childhood cancer.Studies in health technology and informatics, 210, 798-802, 2015
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Kock A.-K., Kaya R., Müller C., Andersen B., Langer T., Ingenerf J.Design, Implementation, and Evaluation of a Mobile Application for Patient Empowerment and Management of Long-Term Follow-Up after Childhood Cancer.Klinische Padiatrie, 227, 3, 166-170, 2015
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Krüger J., Ehrhardt J., Handels H.Probabilistic Appearance Models for Segmentation and ClassificationIn: International Conference on Computer Vision - ICCV 2015, Santiago de Chile, Chile, 1698-1706, 2015
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Krüger J., Ehrhardt J., Handels H.A Maximum-A-Posteriori Framework for Statistical Appearance Models with Probabilistic CorrespondencesIn: Bayesian an grAphical Models for Biomedical Imaging 2015 (MICCAI 2015), 2015
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Löffler B.S., Fudickar S., Herrmann C.S., Hein A.Ein Blick in das Gehirn: Messung und Verbesserung der Fahrleistung älterer Autofahrender mit Hilfe von Neuroimaging und ElektrostimulationIn: Carolin Wienrich Thorsten Zander K.G., Trends in Neuroergonomics, Berlin, 11. Berliner Werkstatt Mensch-Maschine-Systeme, Universitätsverlag der TU Berlin, 166-169, 2015
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Maier O., Handels H.MS lesion segmentation in MRI with random forestsProc. 2015 Longitudinal Multiple Sclerosis Lesion Segmentation Challenge, 1-2, 2015
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Maier O., Wilms M., Gablentz J., Krämer U.M., Münte T.F., Handels H.Extra Tree forests for sub-acute ischemic stroke lesion segmentation in MR sequencesJournal of Neuroscience Methods, 240, 89-100, 2015
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Maier O., Handels H.Local Problem Forests: Classifier Training for Locally Limited Sub-Problems Using Spectral ClusteringIn: 2015 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2015, New York, IEEE Proceedings, The Printing House, 806-809, 2015
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Maier O., Wilms M., Handels H.Random Forests with Selected Features for Stroke Lesion SegmentationIn: MICCAI Challenge on Ischemic Stroke Lesion Segmentation, ISLES 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, 17-22, 2015
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Maier O., Schröder C., Forkert N.D., Martinetz T., Handels H.Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison StudyPLOS ONE, 10, 12, e0145118, 2015
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Malterer S., Ehrhardt J., Frydrychowicz A., Oechtering T., Handels H.Measurement ans Analysis of the repiration-driven Motion of the Pulmonary ArteryIn: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., al , Student Conference 2015, Medical Engineering Science, Lübeck, 131-134, 2015
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Mastmeyer A., Pernelle G., Barber L., Pieper S., Fortmeier D., Wells S., Handels H., Kapur T.Model-based Catheter Segmentation in MRI-ImagesIn: MICCAI Workshop on Interactive Medical Image Computing, IMIC 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, 110-117, 2015
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Meike M., Fortmeier D., Mastmeyer A., Handels H.Real-Time Resampling of Medical Images Based on Deformed Tetrahedral Structures for Needle Insertion VR-SimulationIn: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T., Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 443-448, 2015
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Oktay O., Schuh A., Rajchl M., Keraudren K., Gomez A., Heinrich M.P., Penney G., Rueckert D.Structured Decision Forests For Multi-modal Ultrasound Image RegistrationIn: Navab N., Hornegger J., Wells W., Frangi A.F., 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, Munich, Lecture Notes in Computer Science, Springer, Berlin, LNCS Vol. 9350, 363-371, 2015
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Ortmüller J., Werner R., Wilms M., Handels H., Gauer T.Repiratory Surface Motion Measurement by Microsoft Kinect: Implementation and Evaluation of a clinical SetupIn: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., al , Student Conference 2015, Medical Engineering Science, Lübeck, 135-138, 2015
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Ortmüller J., Gauer T., Wilms M., Handels H., Werner R.Respiratory Surface Motion Measurement by Microsoft Kinect: Implementation and Evaluation of a Clinical SetupCurrent Directions in Biomedical Engineering, 1, 1, 270-273, 2015
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Papiez B., Franklin J., Heinrich M.P., Gleeson F.V., Schnabel J.A.Liver Motion Estimation via Locally Adaptive Over-Segmentation RegularizationIn: Navab N., Hornegger J., Wells W., Frangi A.F., 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, Munich, Lecture Notes in Computer Science, Springer, Berlin, LNCS Vol. 9351, 427-434, 2015
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Pommerening K., Deserno T.M., Ingenerf J., Lenz R., Schmücker P.Der Impact der Medizinischen InformatikInformatik-Spektrum, 38, 5, 347-369, 2015
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Puls D., Krüger J., Handels H.An Efficient Implementation of an Affine Point-based Registration using the Expectation Maximization-ICP in C++In: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., al , Student Conference 2015, Medical Engineering Science, Lübeck, 211-214, 2015
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Rüsch A., Maier O., Handels H.Enabling on-Demand Features for Decision Forests - An Approach to Lesion Segmentation in MR VolumesIn: Buzug T.M., Birngruber R., Brinkmann R., Gehring H., Gutsmann T., Handels H., Heinrich M.P., al , Student Conference 2015, Medical Engineering Science, Lübeck, 215-218, 2015
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Sitzer A., Aulmann L., Wendlandt R., Handels H., Weyers I., Schulz A.P., Buzug T.M.Evaluation of Local Alterations in Femoral Bone Mineral Density Measured via Quantitative CTCurrent Directions in Biomedical Engineering, 1, 1, 327-330, 2015
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Wilms M., Fortmeier D., Mastmeyer A., Handels H.Modellbasierte Simulation der Atembewegung für das Virtual-Reality-Training von PunktionseingriffenIn: Handels H., Deserno T.M., Meinzer H.-P., Tolxdorff T., Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 317-322, 2015
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Wilms M., Krüger J., Marx M., Ehrhardt J., Bischof A., Handels H.Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methodsIn: Hadjiiski L.M., Tourassi G.D., SPIE Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, SPIE, 9414, 94142B, 2015
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Wilms M., Werner R., Yamamoto T., Handels H., Ehrhardt J.Population-based Correspondence Models for Respiratory Motion Estimation in the Presence of Interfraction Motion VariationsIn: Imaging and Computer Assistance in Radiation Therapy, ICART 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, 81-88, 2015
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2014
Andersen B., Ulrich H., Kock A.-K., Wrage J.-H., Ingenerf J.Semantic interoperability in the OR.NET project on networking of medical devices and information systems — A requirements analysisIn: IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valencia, Spain, IEEE, 428-431, 2014
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Andersen B., Kock A.-K., Wrage J.-H., Ingenerf J.Propagation of Patient Data from IT Systems to Medical DevicesIn: Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, Chicago, USA, 2014
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Behringer P.A.,