Deep-Learning-based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose OptimizationIn: International Conference on Wireless Mobile Communication and Healthcare, In Press
Medical Data Engineering – Theory and PracticeCommunications in Computer and Information Science, In Press
Improving Findability of Digital Assets in Research Data Repositories Using the W3C DCAT VocabularyStudies in Health Technology and Informatics, In Press
Learning inverse consistent 3D groupwise registration with deforming autoencodersIn: SPIE Medical Imaging 2021, In Press
Hands on the Medical Informatics Initiative Core Data Sets - Lessons Learned from Converting the MIMIC-IVStudies in Health Technology and Informatics, In Press
TermiCron – Bridging the Gap between FHIR Terminology Servers and Metadata RepositoriesStudies in Health Technology and Informatics, In Press
Konzeption und Implementierung einer Geräteschnittstelle des TECAN EVO Aliquotierroboter im BiobankkontextGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
Quality Assessment of 3D Synthesized Images Based on Textural and Structural Distortion EstimationApplied Sciences, MDPI, 11, 6, 2666, 2021
A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory DataSensors, MDPI, 21, 7, 2368, 2021
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, 1-119, 2021
New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration NetworksIn: , 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
The Automatic Evaluation of Metadata in HealthcareGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
APERITIF – Automatic Patient Recruiting for Clinical Trials Based on HL7 FHIRStudies in Health Technology and Informatics, 281, 58-62, 2021
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
End-to-end learning of body weight prediction from point clouds with basis point setsIn: , Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 254-259, 2021
Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registrationMedical Image Analysis, 67, 101822, 2021
An ontology-based tool to visually compare LOINC subsetsGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
Using FHIR terminology services-based tools for mapping of local microbiological pathogen terms to SNOMED CT at a German university hospitalIn: 16. DVMD-Fachtagung 2021, Leipzig, 2021
Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose OptimizationIn: International Conference on Wireless Mobile Communication and Healthcare, Springer, 315-322, 2021
Probabilistic Dense Displacement Networks for Medical Image Registration - Contributions to the Learn2Reg challengeIn: , Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 125-126, 2021
Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural NetworksSensors, MDPI, 21, 4, 1086, 2021
Improved SELFF-OCT using motion correction and artifact detectionInvestigative Ophthalmology & Visual Science, 62, 8, 2527, 2021
Exploiting Superpixels for Multi-Focus Image FusionEntropy, MDPI, 23, 2, 2021
Multi-modal Unsupervised Domain Adaptation for Deformable Registration Based on Maximum Classifier DiscrepancyIn: , Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 192-197, 2021
Deep Malaria Parasite Detection in Thin Blood Smear Microscopic ImagesApplied Sciences, MDPI, 114, 5, 2284, 2021
Perspectives and Obstacles for Transforming Terminologies into FHIR CodeSystems Exemplified by Alpha-IDStudies in Health Technology and Informatics, 281, 213-217, 2021
openEHR Mapper – A Tool to Fusion Clinical and Genomic Data using the openEHR standardStudies in Health Technology and Informatics, 278, 86-93, 2021
FhirSpark – Implementing a mediation layer to bring FHIR to the cBioPortal for Cancer GenomicsStudies in Health Technology and Informatics, 281, 303-307, 2021
Mapping of Medical Device Data from IEEE 11073-10207 to HL7 FHIRGMS Medizinische Informatik, Biometrie und Epidemiologie, 17, 2, 2021
Semantically Guided 3D Abdominal Image Registration with Deep Pyramid Feature LearningIn: , Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 16-21, 2021
Evaluating Design Choices for Deep Learning Registration Networks - Architecture MattersIn: , Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 111-116, 2021
Creating a depth-resolved OCT-dataset for supervised classification based on ex vivo human brain samplesIn: Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXV, Online Only, United States, International Society for Optics and Photonics, 11630, 116301S, 2021
Characterization of brain tumor tissue with 1310 nm optical coherence tomographyIn: Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXV, Online Only, United States, International Society for Optics and Photonics, 11630, 116301T, 2021
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic AutoencodersIn: Medical Imaging with Deep Learning, 2021
Desiderata for a Synthetic Clinical Data Generator - Requirements from an International PerspectiveStudies in Health Technology and Informatics, 281, 68-72, 2021
Providing ART-DECOR ValueSets via FHIR Terminology Servers – A Technical ReportStudies in Health Technology and Informatics, 283, 127-135, 2021
Transformation of microbiology data into a standardised data representation using OpenEHRScientific Reports, 11, 10556, 2021
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
MetaCheck – a Web Application for the Automatic Evaluation of Metadata in HealthcareIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 143-146, 2020
Analysis of Data Loss when using the Archiving and Exchange Interface for Practice Management SystemsIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 123-126, 2020
Development of a Deep Learning based classification of respirator masks for a mobile applicationIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 193-196, 2020
Multimodal 3D medical image registration guided by shape encoder–decoder networksInternational Journal of Computer Assisted Radiology and Surgery, 15, 269-276, 2020
Self-Supervised 3D Context Feature Learning on Unlabeled Volume DataIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 192, 2020
Learning to map between ferns with differentiable binary embedding networksIn: International Conference on Medical Imaging with Deep Learning, PMLR, 2020
Removal of ECG artifacts caused by mechanical CPR using externally recorded compression markersIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 323-326, 2020
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice AnalysisScientific Reports, 10, 1, 1-19, 2020
The LOINC Content Model and Its Limitations of Usage in the Laboratory DomainStudies in Health Technology and Informatics, 270, 437-442, 2020
Referenzterminologie SNOMED CTmedizin://dokumentation/informatik/informationsmanagement/ (mdi), BVMI und DVMD, 3_2020, 81-84, 2020
Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or HandSensors, MDPI, 20, 22, 2020
Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose AdjustmentStudies in Health Technology and Informatics, Genf, 270, 123-127, 2020
Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose AdjustmentStudies in Health Technology and Informatics, 270, 123-127, 2020
Fast Pulmonary Fissure Detection in CT Scans using Deep Learning on Point CloudsIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 201-204, 2020
Classification of Heat-Induced Pain Using Physiological SignalsIn: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
Efficient Self-Supervised Context Learning on MRI dataIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 189-192, 2020
Semantically Guided Large Deformation Estimation with Deep NetworksSensors, 20, 5, 1392, 2020
Defence of Mathematical Models for Deep Learning based RegistrationIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 32, 2020
Image registration with sliding motionIn: Handbook of Medical Image Computing and Computer Assisted Intervention, The Elsevier and MICCAI Society Book Series, 293-318, 2020
Highly Accurate and Memory Efficient Unsupervised Learning-Based Discrete CT Registration Using 2.5D Displacement SearchIn: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham, Springer, 12263, 190-200, 2020
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Mover’s discrepanciesIn: International Conference on Medical Imaging with Deep Learning, 2020
Short-term Load Forecasting with Discrete State Hidden Markov ModelsJournal of Intelligent & Fuzzy Systems, 38, 2, 2273-2284, 2020
Aortic Detection in Image Sequences of Electrical Impedance TomographyIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 335-338, 2020
Sleep stage classification for child patients using DeConvolutional Neural NetworkArtificial Intelligence in Medicine, 110, 101981, 2020
AI Approaches towards Prechtl’s Assessment of General Movements: A Systematic Literature ReviewSensors, 20, 18, 5321, 2020
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
Connecting Old Devices Safely To The CloudIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 277-280, 2020
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep LearningIn: SPIE Medical Imaging 2020, Houston, USA, 2020
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep LearningIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 183, 2020
Der Einfluss von Segmentierung auf die Genauigkeit eines CNN-Klassifikators zur Mimik-SteuerungIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 294-300, 2020
Marker-Based Movement Analysis of Human Body Parts in Therapeutic ProcedureSensors, 20, 11, 3312, 2020
A Non-linear View Transformations Model for Cross-view Gait RecognitionNeurocomputing, 402, 100-111, 2020
Registration with probabilistic correspondences — Accurate and robust registration for pathological and inhomogeneous medical dataComputer Vision and Image Understanding, 190, 102839, 2020
Deep Transfer Learning for Time Series Data Based on Sensor Modality ClassificationSensors, 20, 15, 4271, 2020
Transforming Nutrition Databases Towards Semantically Consistent Content ClassificationIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 147-150, 2020
Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue OutcomesIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 143, 2020
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
Automatic multi-object organ detection and segmentation in abdominal CT dataIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 197-200, 2020
Automatische Detektion von Zwischenorgan-3D-Barrieren in abdominalen CT-DatenIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 46-51, 2020
Special Issue on Multimodal Sensing for Understanding Behavior and PersonalitySensors (MDPI), MDPI, 2020
Rank Pooling Approach for Wearable Sensor-Based ADLs RecognitionSensors, 20, 12, 3463, 2020
Automatic anatomical structure detection in aortic CT angiographyIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 157-160, 2020
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
Workflow development to create and analyse QA parameter from MRI imagesIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 185-188, 2020
High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderlyScientific Data, 7, 56, 2020
Standardizing the Unit of Measurements in LOINC-Coded Laboratory Tests Can Significantly Improve Semantic InteroperabilityStudies in Health Technology and Informatics, 275, 234-235, 2020
Deploying a molecular tumor board on an open platformIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 139-142, 2020
Automatic segmentation of prostate zones in MRI data using different variants of the U-NetIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 169-172, 2020
Weakly supervised pancreas segmentation based on class activation mapsIn: SPIE Medical Imaging 2020: Image Processing, Houston, United States, 11313, 1131314, 2020
Deep Groupwise Registration of MRI Using Deforming AutoencodersIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 236-241, 2020
Frequency based detection of regions of interest in videodata to estimate human breathing frequencyIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 177-180, 2020
Patientenindividuelle Optimierung der Kontrastmittelapplikation bei der CT Angiografie der AortaFortschr Röntgenstr, 192, S 01, S28, 2020
Cross-modal Music Emotion Retrieval Using DeepCCAIn: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
A Smart Mapping Editor for Standardised Data TransformationStudies in Health Technology and Informatics, 270, 1185-1186, 2020
Analysis of ISO/TS 21526 Towards the Extension of a Standardized Query APIStudies in Health Technology and Informatics, 275, 202-206, 2020
Quantitative Comparison of Generative Shape Models for Medical ImagesIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 201-207, 2020
Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical ImagesIn: , Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 286, 2020
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
Memory-efficient GAN-based domain translation of high resolution 3D medical imagesComputerized Medical Imaging and Graphics, 86, 101801, 2020
Generation of message transformers based on HL7 FHIR StructureMaps within the interface engine Mirth ConnectIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 131-134, 2020
Service-Oriented Device Connectivity: Device Specialisations for InteroperabilityIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 509-511, 2019
Development of a HL7 FHIR based interface to connect a Healthcare Content Management system to a mobile deviceIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 297-300, 2019
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
Learning Interpretable Multi-modal Features for Alignment with Supervised Iterative DescentIn: International Conference on Medical Imaging with Deep Learning, PMLR, 102, 73-83, 2019
Deep Learning for Prediction of Diaphragm Activity from the Surface ElectromyogramCurrent Directions in Biomedical Engineering, 5, 1, 17-20, 2019
U-Net-based Segmentation of Biodegradable Bone Implants in Synchrotron Radiation Microtomograms with Sparse AnnotationsIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 145-148, 2019
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation LearningIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 23-28, 2019
A Polar Model for Fast Object Tracking in 360-Degree Camera ImagesMultimedia Tools and Applications, 78, 7, 9275-9297, 2019
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
MDRCupid - A Configurable Metadata Matching ToolboxIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 88-92, 2019
Automatic Evaluation of Metadata Quality in ISO 11179-3 Conformant Healthcare Metadata RepositoriesIn: GMDS, Dortmund, 2019
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
Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving ObjectsInternational Journal on Magnetic Particle Imaging, 5, 1, 2019
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
Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound ImagesIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 198, 2019
Regularized Landmark Detection with CAEs for Human Pose Estimation in the Operating RoomIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 178-183, 2019
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
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
Sparse Structured Prediction for Semantic Edge Detection in Medical ImagesIn: International Conference on Medical Imaging with Deep Learning, PMLR, 102, 250-259, 2019
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
OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutionsMedical Image Analysis, 54, 1-9, 2019
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
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion TrackingIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 309-314, 2019
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
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
Enabling Artificial Intelligence in High Acuity Medical EnvironmentsMinim Invasive Ther Allied Technol, 28, 2, 120-126, 2019
Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-SimulationenIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 289-294, 2019
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
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
Segmentation of Mouse Skin Layers in Optical Coherence Tomography Image Data using Deep Convolutional Neural NetworksBiomedical Optics Express, 10, 7, 3484-3496, 2019
Spatiotemporal Features of Human Motion for Gait RecognitionSignal, Image and Video Processing, 13, 2, 369-377, 2019
Scientific Challenge in eHealth: MAPPATHON- A Metadata Mapping ChallengeIn: MedInfo, Lyon, Stud Health Technol Inform, 264, 1516-1517, 2019
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
Labeling of Partially Occluded Regions via the Multi-Layer CRFMultimedia Tools and Applications, 78, 2, 2551-2569, 2019
Electromyography-based Translator of the Polish Sign Language7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
Synthetic Training with Generative Adversarial Networks for Segmentation of MicroscopiesIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 37-42, 2019
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
Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CTIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 74-79, 2019
2D Image Registration for Transforming Segmentation Masks within a Multi-Modal Camera SetupIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 129-132, 2019
Guest Editorial of the IJCARS—BVM 2018 Special IssueInternational Journal of Computer Assisted Radiology and Surgery, 14, 1, 1-2, 2019
IJCARS: BVM 2019 special issueInternational Journal of Computer Assisted Radiology and Surgery, 14, 11, 1823-1824, 2019
Attention gated networks: Learning to leverage salient regions in medical imagesMedical Image Analysis, 53, 197-207, 2019
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
Human Pose Estimation with Hourglass Network and Convolutional AutoencoderIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 141-144, 2019
Automatic Detection of the Cracks on the Concrete Railway SleepersInternational Journal of Pattern Recognition and Artificial Intelligence, 33, 9, 2019
Electrooculography Application in Vision Therapy Using Smart Glasses7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
QL4MDR: a GraphQL query language for ISO 11179-based metadata repositoriesBMC Medical Informatics and Decision Making, 19, 1, 45, 2019
Towards a Federation of Metadata Repositories: Addressing Technical InteroperabilityIn: GMDS 2019, Dortmund, Stud Health Technol Inform, 267, 74-80, 2019
Unsupervised Pathology Detection in Medical Images using Conditional Variational AutoencodersInternational Journal of Computer Assisted Radiology and Surgery, 14, 3, 451-461, 2019
Evaluation of Image Processing Methods for Clinical ApplicationsIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 15-20, 2019
Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational AutoencodersIn: , Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 197, 2019
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
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
Concept for a Consent-Based Access Model for HAPI FHIR ServersIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 293-296, 2019
Human-Readable Data Export of Medical DocumentationIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 277-280, 2019
Integration of Operational Data from Mobile Ambulances into the Digital Pre-Registration SystemIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 289-292, 2019
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 ChallengeIEEE Transactions on Medical Imaging, 39, 3, 777-786, 2019
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challengeMedical Image Analysis, 58, 101537, 2019
Implementation of automatic marker recognition in real time in a learning software for medical training simulatorsIn: , Student Conference 2019, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 149-152, 2019
3D-CNNs for Deep Binary Descriptor Learning in Medical Volume DataIn: , Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin, Heidelberg, 23-28, 2018
Deep 3D Encoder-Decoder Networks with Applications to Organ SegmentationIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 229-232, 2018
Fast Kernel Density Estimation Using Gaussian Filter ApproximationIn: International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, IEEE, 1233-1240, 2018
Training-Based Methods for Comparison of Object Detection Methods for Visual Object TrackingSensors, 18, 11, 3994, 2018
Connecting MOLGENIS to HL7 FHIR: Transformation from Questionnaires to EMXIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 333-336, 2018
Mapping of Laboratory Services included in an Internal Catalog to SNOMED CT using the UMLSIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 337-340, 2018
Temporal Polyrigid Registration for Patch-based MPI Reconstruction of Moving ObjectsIn: , 8th International Workshop on Magnetic Particle Imaging, IWMPI 2018, Hamburg, Infinite Science Publishing, 55-56, 2018
Smartphone-Based Indoor Localization within a 13th Century Historic BuildingSensors, 18, 12, 2018
Classification of axial CT Images using Deep Learning for determining a Standard Coordinate SystemIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 247-250, 2018
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
Special Issue on Active and Assisted LivingComputers in Biology and Medicine, Elsevier, 95, 234-306, 2018
Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.Computers in biology and medicine, 95, 234-235, 2018
Exploring Sparsity in CNNs for Medical Image Segmentation BRIEFnetIn: , Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 40-41, 2018
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
OBELISK – One Kernel to Solve Nearly Everything:Unified 3D Binary Convolutions for Image AnalysisIn: Conference on Medical Imaging with Deep Learning (MIDL 2018), 2018
OR.NET: A Service-Oriented Architecture for Safe and Dynamic Medical Device InteroperabilityBiomedizinische Technik. Biomedical engineering, 63, 1, 11-30, 2018
Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-BilddatenIn: , Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 203, 2018
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
A Method to Use Metadata in Legacy Web Applications: The Samply.MDR.InjectorStudies in health technology and informatics, 253, 45-49, 2018
Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.Sensors (Basel, Switzerland), 18, 10, 2018
Spatiotemporal features of human motion for gait recognitionSignal, Image and Video Processing, 2018
A computer vision-based system for monitoring Vojta therapy.International journal of medical informatics, 113, 85-95, 2018
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
Using a generic model for codebook-based gait recognition algorithmsIn: International Workshop on Biometrics and Forensics (IWBF) 2018, Sassari, Italy, IEEE, 1-7, 2018
Practical Extension of Provenance to Healthcare Data Based on the W3C PROV StandardStudies in health technology and informatics, 253, 28-32, 2018
A general framework for sensor-based human activity recognition.Computers in biology and medicine, 95, 248-260, 2018
Environmental microorganism classification using conditional random fields and deep convolutional neural networksPattern Recognition, 77, 248-261, 2018
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
Probabilistic Appearance Models for Medical Image AnalysisIn: , Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 37-38, 2018
Codebook-based electrooculography data analysis towards cognitive activity recognition.Computers in biology and medicine, 95, 277-287, 2018
Occlusion Estimation in 3D Point Clouds using Visual Data from Home Care ScenariosIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 185-188, 2018
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.Sensors (Basel, Switzerland), 18, 2, 2018
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
Learning to Predict Ischemic Stroke Growth on Acute CT Perfusion Data by Interpolating Low-Dimensional Shape RepresentationsFrontiers in Neurology, 9, 989, 2018
Population-based Respiratory 4D Motion Atlas Construction and its Application for VR Simulations of Liver PuncturesIn: , SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 1057417-1-1057417-7, 2018
Populationsbasierte 4D Bewegungsatlanten für VR SimulationenIn: , Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 200, 2018
Semantische und numerische Datenfusionierung für Virtual Reality Simulationen zur Ablationsplanung unter AtembewegungIn: GMDS, Osnabrück, 2018
Self-reference-based and during-registration detection of motion artifacts in spatio-temporal image dataIn: , SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 105740Q-1-105740Q-7, 2018
Entwicklung eines generischen Modells zur Abbildung von Studienzentralen in CentraXXIn: GMDS, Osnabrück, 2018
An Investigation on Automated Consolidation for Medical Database SchemataIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 361-364, 2018
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and SegmentationIEEE Transactions on Medical Imaging, 37, 2, 384-395, 2018
Attention U-Net: Learning Where to Look for the PancreasIn: Conference on Medical Imaging with Deep Learning (MIDL 2018), 2018
GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applicationsJournal of Medical Imaging, 5, 2, 024001, 2018
From SOMDA to Application – Integration Strategies in the OR.NET Demonstration SitesBiomedical Engineering / Biomedizinische Technik, 63, 1, 69-80, 2018
Mouse Model of Cold-Induced Localized Fat Loss (Selective Cryolipolysis)In: Lasers in Surgery and Medicine, Wiley, 50, 19-20, 2018
Low-Rank Mask R-CNNIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 193-196, 2018
A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registrationIn: , SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 105740O-1-105740O-8, 2018
Aufbau eines campusweiten Studienregisters harmonisiert aus DRKS, ClinicalTrails.gov und EU Clinical Trials RegisterIn: GMDS, Osnabrück, 2018
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.IEEE journal of biomedical and health informatics, 22, 2, 503-515, 2018
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
Using Graph Tools on Metadata RepositoriesStudies in health technology and informatics, 253, 55-59, 2018
Unsupervised Pathology Detection in Medical Images using Learning-based MethodsIn: , Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 61-66, 2018
Konvertierung von MIMIC-III-Daten zu FHIRIn: GMDS, Osnabrück, 2018
Head-to-Steering-Wheel Distance Estimation Based on a Monocular RGB Camera with Convolutional Neuronal NetworksIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 291-294, 2018
Transferring a Deep Cityscape Synthesis Approach to the Medical DomainIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 91-94, 2018
Multiple Landmark Localization in medical CT Scans using Deep Neural Networks with Heatmap RegressionIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 197-200, 2018
ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRIFrontiers in Neurology, 9, 679, 2018
A semi-automated algorithm for hypothalamus volumetry in 3 Tesla magnetic resonance imagesPsychiatry Research: Neuroimaging, 277, 45-51, 2018
Representation and Matching of Team Managers: An Experimental ResearchIEEE Transactions on Computational Social Systems, 5, 2, 311-323, 2018
Influence of Affine Image Registration on the Calculation of Diffusion Properties with a Kurtosis Model in Diffusion Weighted ImagingIn: , Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 217-220, 2018
Unterstützung des Chirurgen durch vernetzte Medizingeräte & Computer-assistierte ChirurgieIn: , Medizin 4.0 – Zur Zukunft der Medizin in der digitalisierten Welt, Berlin, Germany, Hanns Martin Schleyer-Stiftung, 88, 159-172, 2017
Connecting the clinical IT infrastructure to a service-oriented architecture of medical devicesBiomedical Engineering / Biomedizinische Technik, 63, 1, 57-68, 2017
Creating Reports with BIRT to support the Development Process of Medical SoftwareIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 171-174, 2017
Standardisation of Surgical Terms for the Extension of the ISO/IEEE 11073-1010X NomenclatureIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 155-159, 2017
Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-SegmentierungIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 24-24, 2017
Model-Based 4D Segmentation of Cardiac Structures in Cine MRI SequencesIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 18-23, 2017
Joint registration and segmentation using statistical shape modelsIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 201-204, 2017
Longitudinal multiple sclerosis lesion segmentation: Resource and challengeNeuroImage, 148, 77-102, 2017
Entwicklung eines Tools zum Konvertieren von HL7 FHIR Questionnaires in das MOLGENIS EMX FormatIn: GMDS, Oldenburg, 2017
An Image Annotation Tool for the Preparation of Object Detection and Automatic Segmentation in Thermal ImagesIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 195-198, 2017
Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-BilddatenIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 293-298, 2017
Multi-object segmentation in chest X-ray using cascaded regression fernsIn: , Bildverarbeitung in der Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 254-259, 2017
BRIEFnet: Deep Pancreas Segmentation Using Binary Sparse ConvolutionsIn: International Conference on Medical Image Computing and Computer-Assisted Intervention, Springer, Cham, 329-337, 2017
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
Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des FundusIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 331-336, 2017
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
Increasing Standardization of Biobank Data through HL7 FHIR MappingIn: Global Biobank Week, Stockholm, Global Biobank Week Posters Abstracts Book 2017, 135, 2017
Statistical appearance models based on probabilistic correspondencesMedical Image Analysis, 37, 146-159, 2017
Shallow fully-connected neural networks for ischemic stroke-lesion segmentation in MRIIn: , Bildverarbeitung in der Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 261-266, 2017
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRIMedical Image Analysis, 35, 250-269, 2017
Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von PunktionseingriffenIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 340-345, 2017
Evaluation of Direct Haptic 4D Volume Rendering of Partially Segmented Data for Liver Puncture SimulationNature Scientific Reports, 7, 671,1-15, 2017
Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver PuncturesJournal of World Society of Computer Graphics - WSCG, 25(1), 1-10, 2017
Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-imagesMedical Image Analysis, 42, 173-188, 2017
Replicating and Synchronising a Medical Database in an Object Relational Mapping ContextIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 175-178, 2017
Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imagingNeuroImage, Academic Press, 157, 561-574, 2017
Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac ImagesIEEE Transactions on Medical Imaging, IEEE, 36, 1, 332-342, 2017
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
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable RegistrationIEEE Transactions on Medical Imaging, 1746-1757, 2017
Registration of thermographic Images and three dimensional Point CloudsIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 217-220, 2017
Simulated Monochromatic X-ray Images by Forward Projection Utilizing the Lambert-Beer LawIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 285-288, 2017
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
Developing a Calibrated Setup to Investigate markerless Multi-View Reconstruction of Freely Moving RodentsIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 149-160, 2017
Mapping clinical care and research data to HL7 FHIR to improve sharing and reuseIn: Informatics for Health 2017, Manchester Central, UK, 2017
Analysis of Annotated Data Models for Improving Data QualityStudies in health technology and informatics, 243, 190-194, 2017
Robust Groupwise Affine Registration of Medical Images with Stochastic OptimizationIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 62-67, 2017
Groupwise Affine Registration of Medical Images with Missing CorrespondencesIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 213-216, 2017
Training CNNs for Image Registration from Few Samples with Model-based Data AugmentationIn: , 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 223-231, 2017
Deep learning for spinal centerline extractionIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 229-232, 2017
Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation StudyIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 161-166, 2017
Multi-resolution multi-object statistical shape models based on the locality assumption.Medical image analysis, 38, 17-29, 2017
Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix CompletionIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 215-216, 2017
Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training PopulationsIn: , Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 359-360, 2017
Representative Patch-based Active Appearance Models Generated From Small Training PopulationsIn: , 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017, Quebec, Springer, Part I, LNCS 10433, 152-160, 2017
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
Propagation of landmarks with a registration graphIn: , Student Conference 2017, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 209-212, 2017
Needle Trajectory Segmentation for MRI-Guided Prostate BiopsyIn: BWH Radiology Research Symposium, 2017
A Deep Learning Technique to Improve MR-Guided Prostate BiopsyIn: AdMeTech Global Summit 2017, 2017
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
Safe and Dynamic Networking in Operating Room and HospitalIn: , 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
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
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
Mobile Studiendokumentation auf Grundlage von HL7 FHIR-RessourcenIn: HEC 2016: Health - Exploring Complexity; Joint Conference of GMDS, DGEpi, IEA-EEF, EFMI, München, 2016
Automatic Orientation Detection of Hand Structures in Digital X-Ray ImagesIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 203-206, 2016
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
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
Comparison of Post-hoc Normalization Approaches for CT-based Lung Emphysema Index QuantificationIn: , Bildverarbeitung für die Medizin 2016, Berlin, Informatik aktuell, Springer, Berlin Heidelberg, 44-49, 2016
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
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
Model-based Respiratory Motion Compensation in MRI-guided RadiotherapyIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 239-242, 2016
Deformable Image Registration by Combining Uncertainty Estimates from Supervoxel Belief PropagationMedical Image Analysis, 27, 57-71, 2016
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
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
Test Automation Framework for an HL7 integration engineIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 125-128, 2016
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks.IEEE transactions on medical imaging, 35, 11, 2459-2475, 2016
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
Offene Standards im vernetzten OperationssaalElektronikpraxis, 14, 62-64, 2016
Denoising spectral CT images using parallel level setsIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 207-210, 2016
Multi-level approach for statistical appearance models with probabilistic correspondencesIn: , SPIE Medical Imaging 2016: Image Processing, San Diego, California, United States, SPIE, 9784, 978433-978433-6, 2016
Myocardial Strain Measurement – A Registrational Method with Block Matching Approach–In: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 195-198, 2016
Image Features for Brain Lesion Segmentation Using Random ForestsIn: , Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (Brainles 2015), München, Lecture Notes in Computer Science, Springer International Publishing, 9556, 119-130, 2016
Random forest classification of large volume structures for visuo-haptic rendering in CT imagesIn: , SPIE Medical Imaging 2016: Image Processing, San Diego, California, United States, SPIE, 9784, 97842H-97842H-8, 2016
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
Efficient patient modeling for visuo-haptic VR simulation using a generic patient atlas.Computer methods and programs in biomedicine, 132, 161-75, 2016
Acquisition of respiratory signals and generation of visual realtime biofeedback using structured IR light surface scanningIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 155-158, 2016
Image processing of pulmonary radiography of pediatric patients to assess tuberculosis or pneumonia for the application in diagnosis in low- and middle-income countriesIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 199-202, 2016
Memory Efficient LDDMM for Lung CTIn: 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, Athen, Springer, 28-36, 2016
Device Metric processing with FHIR – from device observation report to device metrics bundle –In: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 133-136, 2016
Converting HL7v2.6 to FHIR – One method on how to perform it –In: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 129-132, 2016
Advances and challenges in deformable image registration: From image fusion to complex motion modellingMedical Image Analysis, Elsevier, 33, 145-148, 2016
Evaluation of medical image registration algorithms on pulmonary inhale and exhale CT scansIn: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 191-194, 2016
Determination of action forces applied by users – To make a medical device more reliable –In: , Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 99-102, 2016
Metadata Repository for Improved Data Sharing and Reuse Based on HL7 FHIR.Studies in health technology and informatics, 228, 162-6, 2016
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
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
Model-based Regularisation for Respiratory Motion Estimation with Sparse Features in Image-guided InterventionsIn: , 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
A Gateway for Reporting Medical Device Observations to Clinical Information SystemsInternational Journal for Computer Assisted Radiology and Surgery, 10, 156, 2015
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
Biomedizinische Technik–Medizinische InformatikWalter de Gruyter GmbH & Co KG, 2015
Dimensionality reduction of multidimensional image descriptors for medical Image registrationIn: , Student Conference 2015, Medical Engineering Science, Lübeck, 207-210, 2015
Dimensionality Reduction of Medical Image Descriptors for Multimodal Image RegistrationCurrent Directions in Biomedical Engineering, 1, 1, 201-205, 2015
Standardisation for Plug and Play of Medical DevicesIn: 49th annual conference of the German Society for Biomedical Engineering (BMT 2015), Lübeck, 2015
Medizinische BildverarbeitungIn: Biomedizinische Technik - Medizinische Informatik, , Biomedizinische Technik, Walter de Gruyter GmbH & Co KG, 244-283, 2015
Variational Registration - A Flexible Open-Source ITK Toolbox for Nonrigid Image RegistrationIn: , Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 209-214, 2015
Direct Visuo-Haptic 4D Volume Rendering Using Respiratory Motion ModelsIEEE Transactions on Haptics, 8, 4, 371-383, 2015
Ischemic Stroke Lesion Segmentation - Setup of a ChallengeIn: , Student Conference 2015, Medical Engineering Science, Lübeck, 219-222, 2015
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
Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence FieldsIn: , 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
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
Klassifikationen und Terminologien - Eine ÜbersichtIn: , 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
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
Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-BilddatenIn: , Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 95-100, 2015
Automatische Detektion von Okklusionen zerebraler Arterien in 3D-MagnetresonanzangiographiedatenIn: , Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 17-22, 2015
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
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
Probabilistic Appearance Models for Segmentation and ClassificationIn: International Conference on Computer Vision - ICCV 2015, Santiago de Chile, Chile, 1698-1706, 2015
A Maximum-A-Posteriori Framework for Statistical Appearance Models with Probabilistic CorrespondencesIn: Bayesian an grAphical Models for Biomedical Imaging 2015 (MICCAI 2015), 2015
MS lesion segmentation in MRI with random forestsProc. 2015 Longitudinal Multiple Sclerosis Lesion Segmentation Challenge, 1-2, 2015
Extra Tree forests for sub-acute ischemic stroke lesion segmentation in MR sequencesJournal of Neuroscience Methods, 240, 89-100, 2015
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
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
Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison StudyPLOS ONE, 10, 12, e0145118, 2015
Measurement ans Analysis of the repiration-driven Motion of the Pulmonary ArteryIn: , Student Conference 2015, Medical Engineering Science, Lübeck, 131-134, 2015
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
Real-Time Resampling of Medical Images Based on Deformed Tetrahedral Structures for Needle Insertion VR-SimulationIn: , Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 443-448, 2015
Structured Decision Forests For Multi-modal Ultrasound Image RegistrationIn: , 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
Repiratory Surface Motion Measurement by Microsoft Kinect: Implementation and Evaluation of a clinical SetupIn: , Student Conference 2015, Medical Engineering Science, Lübeck, 135-138, 2015
Respiratory Surface Motion Measurement by Microsoft Kinect: Implementation and Evaluation of a Clinical SetupCurrent Directions in Biomedical Engineering, 1, 1, 270-273, 2015
Liver Motion Estimation via Locally Adaptive Over-Segmentation RegularizationIn: , 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
Der Impact der Medizinischen InformatikInformatik-Spektrum, 38, 5, 347-369, 2015
An Efficient Implementation of an Affine Point-based Registration using the Expectation Maximization-ICP in C++In: , Student Conference 2015, Medical Engineering Science, Lübeck, 211-214, 2015
Enabling on-Demand Features for Decision Forests - An Approach to Lesion Segmentation in MR VolumesIn: , Student Conference 2015, Medical Engineering Science, Lübeck, 215-218, 2015
Evaluation of Local Alterations in Femoral Bone Mineral Density Measured via Quantitative CTCurrent Directions in Biomedical Engineering, 1, 1, 327-330, 2015
Modellbasierte Simulation der Atembewegung für das Virtual-Reality-Training von PunktionseingriffenIn: , Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 317-322, 2015
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methodsIn: , SPIE Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, SPIE, 9414, 94142B, 2015
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
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
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
Segmentierung intrahepatischer Gefäße mit Vesselness-VerfahrenIn: , Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 150-155, 2014
Entwicklung und Vergleich von Selektionsstrategien zur atlasbasierten SegmentierungIn: , Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 400-402, 2014
Connection between Structural and Functional Connectivity: A Magnetic Resonance StudyIn: , Student Conference 2014, Medical Engineering Science, Lübeck, 215-218, 2014
Joint Multi-Object Registration and Segmentation of Left and Right Cardiac Ventricles in 4D Cine MRIIn: , SPIE Medical Imaging 2014, Image Processing, San Diego, USA, 9034, 90340M, 2014
Statistical Shape and Appearance Models without One-to-One CorrespondencesIn: , SPIE Medical Imaging 2014, Image Processing, San Diego, USA, 9034, 90340U, 2014
Motion Estimation in Artifact-affected 4D CT Images Using Temporal Consistent Model-based Registration with Local Adaptive WeightsIn: MICCAI Workshop Image Guided Radiation Therapy, 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, Boston, 5-12, 2014
An Image-Based Multiproxy Palpation Algorithm for Patient-Specific VR-SimulationIn: , Medicine Meets Virtual Reality 21, MMVR 2014, Manhattan Beach, Stud Health Technol Inform, IOS Press, 196, 107-113, 2014
Medical Image Computing and Image-Based Simulation: Recent Developments and Advances in GermanyInternational Journal of Computer Assisted Radiology and Surgery, 9, 3, 341-343, 2014
Medical Informatics, Biometry and Epidemiology – Recent Developments and AdvancesMethods of Information in Medicine, 53, 4, 235-237, 2014
4D Medial Image Computing and Model-based Estimation of Respiratory Motion in Image-guided Radiation TherapyIn: 15th Korea-Germany Workshop on Advanced Medical Image Analysis and Cognition-Guided Surgery, Ajou University, Suwon, Korea, 19, 2014
Non-Parametric Discrete Registration with Convex OptimisationIn: , Biomedical Image Registration, WBIR 2014, London, Springer, Berlin, LNCS 8545, 51-61, 2014
Multispectral Image Registration Based on Local Canonical Correlation AnalysisIn: , 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, Boston, Springer, Berlin, Part I, LNCS 8673, 202-209, 2014
3D Imaging of a Femur with a Kinect Sensor and the 3D Scanning Software Kinect Fusion for the Determination of Coordinates of Points in the CT Scan of the Femur with the Software AmiraIn: , Student Conference 2014, Medical Engineering Science, Lübeck, 159-162, 2014
VimbEye Exhibition Demo - an AVT Maschine Vision Camera Application for Eye-Blink VisualisationIn: , Student Conference 2014, Medical Engineering Science, Lübeck, 151-154, 2014
Rule-based Interface Generation on Mobile Devices for Structured Documentation.Studies in health technology and informatics, 205, 313-7, 2014
Simulation of Mammographic Breast Compression in 3D MR Images Using ICP-Based B-Spline Deformation for Multimodality Breast Cancer DiagnosisInternational Journal of Computer Assisted Radiology and Surgery, 9, 3, 367-377, 2014
Probabilistic Shape and Appearance Models without One-to-One CorrespondencesIn: 1st Symposium on Statistical Shape Models and Applications, Shape 2014, Delemont, Switzerland, Proceedings, 22, 2014
Segmentierung von ischämischen Schlaganfall-Läsionen in multispektralen MR-Bildern mit Random Decision ForestsIn: , Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 156-161, 2014
Ischemic Stroke Lesion Segmentation in Multi-Spectral MR Images with Support Vector Machine ClassifiersIn: , SPIE Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California, USA, SPIE, 9035, 903504-903504-12, 2014
Simulation of Spatiotemporal CT Data Sets Using a 4D MRI-Based Lung Motion ModelInternational Journal of Computer Assisted Radiology and Surgery, 9, 3, 401-409, 2014
Ray-Casting Based Evaluation Framework for Haptic Force Feedback during Percutaneous Transhepatic Catheter Drainage PuncturesInternational Journal of Computer Assisted Radiology and Surgery, 9, 3, 421-431, 2014
Brain Shift and Updated Intraoperative Navigation with Intraoperative MRIIn: , Intraopertive Imaging and Image-Guided Therapy, Springer, 485-495, 2014
Kombination von Atemsignalen zur Optimierung der Prädiktion komplexer atmungsbedingter Organ- und TumorbewegungenIn: , Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 72-77, 2014
An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration.Medical image analysis, 18, 8, 1299-311, 2014
Lung Registration Using Automatically Detected LandmarksMethods of Information in Medicine, 53, 4, 250-256, 2014
Compressive Behavior and Isotropy of Short-Fiber-Filled Epoxy Cylinders as Alternative Test Material for Cortical BoneIn: , Student Conference 2014, Medical Engineering Science, Lübeck, 79-82, 2014
A Flexible Variational Registration FrameworkInsight Journal, http://hdl.handle.net/10380/3460, 2014
Ultraschallsimulation für das Training von GallengangspunktionenIn: , Bildverarbeitung für die Medizin 2014, Aachen, Informatik aktuell, Springer, Berlin Heidelberg, 222-227, 2014
Estimation of Lung Motion Fields in 4D CT Data by Variational Non-Linear Intensity-Based Registration: A Comparison and Evaluation StudyPhysics in Medicine and Biology, 59, 4247-4260, 2014
Statistical Analysis of Surrogate Signals to Incorporate Respiratory Motion Variability into Radiotherapy Treatment PlanningIn: , SPIE Medical Imaging 2014, Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, USA, 9036, 90360J, 2014
Multivariate Regression Approaches for Surrogate-based Diffeomorphic Estimation of Respiratory Motion in Radiation TherapyPhysics in Medicine and Biology, 59, 1147-1164, 2014
Simulation of Range Imaging-Based Estimation of Respiratory Lung Motion: Influence of Noise, Signal Dimensionality and Sampling PatternsMethods of Information in Medicine, 53, 4, 257-263, 2014
Mammo3D - Automatic Determination of Corresponding Structures in 2D/3D Image Data of the Female Breast for Multimodal Breast Cancer DiagnosisIn: 15th Korea-Germany Workshop on Advanced Medical Image Analysis and Cognition-Guided Surgery, Ajou University, Suwon, Korea, 30, 2014
Wie tauglich ist der SALUS-Ansatz für ein semantisches Mediating von Gerätedaten im Projekt OR.NET?In: , 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID433:588-589, 2013
Simulation und Evaluation tiefenbildgebender Verfahren zur Prädiktion atmungsbedingter Organ- und TumorbewegungenIn: , Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 350-355, 2013
Simulation of Range-Imaging-Based Prediction of Respiratory Organ and Tumor Motion Using 4D CT Data: Influence of Signal Dimensionality and Sampling PatternsIn: , 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID118:216-217, 2013
Leitlinien-basierte strukturierte Dokumentation in der PathologieIn: GMDS, Lübeck, 2013
The "North German Tumor Bank of Colorectal Cancer": Status Report after the First 2 Years of Support by the German Cancer Aid FoundationLangenbeck's archives of surgery / Deutsche Gesellschaft für Chirurgie, 398, 2, 251-8, 2013
Viewpoints on Medical Image Processing from Science to ApplicationCurrent Medical Imaging Reviews, 9, 2, 79-88, 2013
Recent Advances in 3D Medical Image Generation and AnalysisCurrent Medical Imaging Reviews, 9, 2, 77-78, 2013
Optimization of the Detection Performance of Förstner-Rohr-Type Operators in Abdominal and Thoracic Tomographic Image DataIn: , Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 35-38, 2013
Computational Motion Phantoms and Statistical Models of Respiratory MotionIn: , 4D Modeling and Estimation of Respiratory Motion for Radiation Therapy, Biological and Medical Physics, Biomedical Engineering, Springer, Berlin Heidelberg, 215-247, 2013
Computer-Aided Nidus Segmentation and Angiographic Characterization of Arteriovenous MalformationsInternational Journal of Computer Assisted Radiology and Surgery, 8, 775-786, 2013
3D Cerebrovascular Segmentation Combining Fuzzy Vessel Enhancement and Level-Sets with Anisotropic Energy WeightsMagnetic Resonance Imaging, 31, 2, 262-71, 2013
Automated Volumes-of-Interest Identification for Classical and Atypical Parkinsonian Syndrome Differentiation Using T2' MR ImagingMethods of information in medicine, 52, 2, 128-136, 2013
Optimized Image-Based Soft Tissue Deformation Algorithms for Visualization of Haptic Needle InsertionIn: , Medicine Meets Virtual Reality 20, MMVR 2013, San Diego USA, Stud Health Technol Inform, IOS Press,, 184, 136-140, 2013
Image-Based Palpation Simulation with Soft Tissue Deformations Using ChainMail on the GPUIn: , Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 140-145, 2013
Image-Based Soft Tissue Deformation Algorithms for Real-Time Simulation of Liver PunctureCurrent Medical Imaging Reviews, 9, 2, 154-165, 2013
RadDoc: Strukturierte Dokumentation in der Neuroradiologie mittels einer RadLex annotierten BefundungsgrammatikIn: , 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID229:393-394, 2013
4D-Planung von Nadelpfaden für Punktionseingriffe mit der Ray-Casting-MethodeIn: , Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 9-14, 2013
4D-Planung von Leberpunktionen unter Berücksichtigung der AtembewegungIn: , 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID193:336-337, 2013
Towards realtime multimodal fusion for image-guided interventions using self-similarities.Medical image computing and computer-assisted intervention : MICCAI 2013 International Conference on Medical Image Computing and Computer-Assisted Intervention, 16, Pt 1, 187-94, 2013
MRF-based deformable registration and ventilation estimation of lung CT.IEEE transactions on medical imaging, 32, 7, 1239-48, 2013
Edge- and detail-preserving sparse image representations for deformable registration of chest MRI and CT volumes.Information processing in medical imaging, 23, 463-74, 2013
Joint Non-Linear Registration and Level Set Segmentation of the Left Ventricle in 4D MR Image DataIn: , Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 27-30, 2013
Combined Registration and Segmentation of the Left Ventricle in Cine MR Image DataIn: , 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID334:551-552, 2013
Standardisierung medizinischer Gerätedaten für die strukturierte DokumentationIn: , e-Health 2013, Medical Future Verlag, Solingen, 28-41, 2013
Archetype-basierte strukturierte Dokumentation auf mobilen GerätenIn: , 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID184:322-323, 2013
Breast Compression Simulation Using ICP-Based B-Spline Deformation for Correspondence Analysis in Mammography and MRI DatasetsIn: , Image Processing, SPIE Medical Imaging 2013, Orlando, USA, SPIE, 8669-48,1D1-1D8, 2013
Simulation mammographischer Brustkompression zur Generierung von MRT-ProjektionsbildernIn: , Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 146-151, 2013
Evaluation of a B-Spline-Based Breast Compression Simulation for Correspondence Analysis between MRI and Mammographic Image DataIn: Workshop on Breast Image Analysis - In conjunction with the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2013), Nagoya, Japan, 17-24, 2013
4D-MRT-basierte Simulation der Lungenbewegung in statischen CT-DatenIn: , Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 134-139, 2013
Patch-Based Label Fusion Using Local Confidence-Measures and Weak SegmentationsIn: SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 86691N-1--86691N-11, 2013
Ray-Casting-Based Evaluation Framework for Needle Insertion Force Feedback AlgorithmsIn: , Bildverarbeitung für die Medizin, BVM 2013, Heidelberg, Informatik aktuell, Springer Verlag, Berlin, 3-8, 2013
VAMIR - Visual Analytics for Medical Image Retrieval: Preliminary Study on PET-CT DataIn: , Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 127-130, 2013
Combining Automatic Landmark Detection and Variational Methods for Lung CT RegistrationIn: MICCAI Workshop on Pulmonary Image Analysis (PIA), 16th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, Nagoya, Japan, 2013
Lung Registration Using Automatically Detected LandmarksIn: 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID325:536-537, 2013
Segmentation of Anatomical Structures Using Statistical Shape Models Based on Level SetsIn: , Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 3-6, 2013
German-Language Content in Biomedical VocabulariesIn: CLEF 2013, CLEF 2013 Working Notes, 2013
Development and Evaluation of a Tool for the Generation of Probabilistic Expert SegmentationsIn: , Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 7-10, 2013
Lung Fissure Detection Using a Line Enhancing FilterIn: , Student Conference 2013, Medical Engineering Science, Lübeck, Grin Verlag, 23-26, 2013
Assessing Accuracy of Non-Linear Registration in 4D Image, Data Using Automatically Detected Landmark CorrespondencesIn: , SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-34,0Z1-0Z9, 2013
Respiratory Motion and its Variability in Lung and Liver SBRT: DVH Analysis Exploiting 4DCT-Based Dose AccumulationIn: 2nd ESTRO Forum 2013 of the European Society for Radiotherapy and Oncology, Geneva, Switzerland, Radiotherapy and Oncology, 106 (Suppl. 2), S166-S167, 2013
Surrogate-Based Diffeomorphic Motion Estimation for Radiation Therapy: Comparison of Multivariate Regression ApproachesIn: , SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-40,151-158, 2013
Discussion of "Spatial-Symbolic Query Engine in Anatomy"Methods of Information in Medicine, 6, 479-488, 2012
Evaluation von Differentialoperatoren zur Detektion anatomischer Landmarken in thorakalen und abdominalen tomographischen BilddatenIn: , Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1755-1763, 2012
Automatic Correspondence Detection in Mammogram and Breast Tomosynthesis ImagesIn: Image Processing, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8314, 831421-1-831421-8, 2012
4D Blood Flow Visualization Fusing 3D and 4D MRA Image SequencesJournal of Magnetic Resonance Imaging, 36, 2, 443-53, 2012
Analysis of the Influence of 4D MRA Temporal Resolution on Time-to-Peak Estimation Accuracy for Different Cerebral Vessel StructuresAmerican Journal of Neuroradiology, 33, 11, 2103-2109, 2012
Automatic Correction of Gaps in Cerebrovascular Segmentations Extracted from 3D Time-of-Flight MRA DatasetsMethods of Information in Medicine, 5, 415-422, 2012
Automatische Atlas-basierte Differenzierung von Klassischen und Atypischen ParkinsonsyndromenIn: , Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer Verlag, 225-230, 2012
Comparison of 10 TTP and Tmax Estimation Techniques for MR Perfusion-Diffusion Mismatch QuantificationAmerican Journal of Neuroradiology, 34, 1697-1703, 2012
Intranidal Signal Distribution in Post-Contrast Time-of-Flight MRA is Associated with Rupture Risk Factors in Arteriovenous MalformationsClinical Neuroradiology, 23, 2, 97-101, 2012
GPU-Based Visualization of Deformable Volumetric Soft-Tissue for Real-Time Simulation of Haptic Needle InsertionIn: , Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 117-122, 2012
Design of a 4D Quality Assurance Motion PhantomIn: ESTRO 31, Barcelona, Radiotherapy & Oncology, 103, S314-S315, 2012
Untersuchung der Genauigkeit eines 4D-Bewegungsphantoms für die Qualitätssicherung in der 4D-StrahlentherapieIn: 43. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Jena, 401-403, 2012
Datenschutzkonforme IT-Lösung für multizentrische klinische Biobanking-ProjekteIn: , 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Braunschweig, ID261,336-338, 2012
Image Analysis and Modeling in Medical Image Computing – Recent Developments and AdvancesMethods of Information in Medicine, 5, 395-397, 2012
Globally optimal deformable registration on a minimum spanning tree using dense displacement sampling.Medical image computing and computer-assisted intervention : MICCAI 2012 International Conference on Medical Image Computing and Computer-Assisted Intervention, 15, Pt 3, 115-22, 2012
MIND: modality independent neighbourhood descriptor for multi-modal deformable registration.Medical image analysis, 16, 7, 1423-35, 2012
Standardizing Intensive Care Device Data to Enable Secondary UsagesIn: MIE 2012, Stud Health Technol Inform. 2012, Pisa, 180, 619-23, 2012
Migration Path for Structured Documentation Systems Including Standardized Medical Device DataIn: MIE 2012, Stud Health Technol Inform. 2012, Pisa, 180, 43-7, 2012
Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-BilddatenIn: , Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 99-104, 2012
Anisotropic Diffusion for Direct Haptic Volume Rendering in Lumbar Puncture SimulationIn: , Bildverarbeitung in der Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 286-291, 2012
Direct Haptic Volume Rendering in Lumbar Puncture SimulationIn: MMVR 2012, Stud Health Technol Inform, 173, IOS Press, 280-286, 2012
Designing and Implementing a Biobanking IT Framework for Multiple Research ScenariosIn: MIE 2012, Stud Health Technol Inform. 2012, Pisa, 180, 559-63, 2012
Evaluation of Algorithms for Lung Fissure Segmentation in CT ImagesIn: , Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 201-206, 2012
Pulmonary Lobe Segmentation with Level SetsIn: Image Processing, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8314, 83142V1-83142V8, 2012
Estimation of Slipping Organ Motion by Registration with Direction-Dependent RegularizationMedical Image Analysis, 16, 1, 150-159, 2012
Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe SegmentationIn: , 15th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, Nizza, Frankreich, Springer, Berlin, Part II, LNCS 7511, 74-81, 2012
Fast Explicit Diffusion for Registration with Direction-Dependent RegularizationIn: , Biomedical Image Registration, 5th International Workshop, WBIR 2012, Nashville, USA, Springer, Berlin, 220-228, 2012
Optimierung von Schädelöffnungen mittels genetischer Algorithmen für die Behandlung subduraler HämatomeIn: 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, CURAC 2012, Düsseldorf, 4Seiten, 2012
Influence of Combination Strategies and Registration Parameters on Multi-Atlas-Segmentation of Lungs and Lung LobesIn: , 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Braunschweig, ID217,277-278, 2012
Automatische Detektion von Aneurysmen in 3D Time-of-Flight Magnetresonanzangiographie DatensätzenIn: , Interdisziplinärer GI-GMDS-Workshop Medizinische Bildverarbeitung für die computergestützte Diagnostik und Therapie, Braunschweig, Informatik 2012, Lecture Notes in Informatics, GI, Bonn, Vol. P-208, 1738-1744, 2012
Model-Based Risk Assessment for Motion Effects in 3D Radiotherapy of Lung TumorsIn: , Image-Guided Procedures, Robotic Interventions, and Modeling, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8316, 83160C1-83160C8, 2012
Towards Accurate Dose Accumulation for Step-&-Shoot IMRT: Impact of Weighting Schemes and Temporal Image Resolution on the Estimation of Dosimetric Motion EffectsZeitschrift für Medizinische Physik, 22, 2, 109-22, 2012
A Diffeomorphic MLR Framework for Surrogate-Based Motion Estimation and Situation-Adapted Dose AccumulationIn: , MICCAI Workshop on Image-Guidance and Multimodal Dose Planning in Radiation Therapy, MICCAI 2012, Nizza, Frankreich, 42-49, 2012
A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First EvaluationIn: , Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1774-1782, 2012
Incorporation of Surrogate-Based Information about Breathing Motion Variations into 4D Dose Calculation: Concept and First ResultIn: 43. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Jena, 390-393, 2012
Modellbasierte 4D-Segmentierung von Lungen mit großen Tumoren in räumlich-zeitlichen CT-BildfolgenIn: , Informatik 2012, Lecture Notes in Informatics, Braunschweig, 1764-1773, 2012
A 4D Statistical Shape Model for Automated Segmentation of Lungs with Large TumorsIn: , 15th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, Nizza, Frankreich, Springer, Berlin, Part II, LNCS 7511, 347-354, 2012
Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image RegistrationIEEE Transactions on Medical Imaging, 30, 2, 251-265, 2011
Image-Based Classification of Parkinsonian Syndromes Using T2'-AtlasesIn: , MIE 2011, Studies in Health Technology and Informatics, User Centred Networked Health Care - Proceedings of MIE 2011, 169, 465-469, 2011
Vesselness-geführte Level-Set Segmentierung von zerebralen GefäßenIn: , Bildverarbeitung für die Medizin 2011, Informatik aktuell, Lübeck, Springer, Berlin Heidelberg, 8-12, 2011
Direction-Dependent Level Set Segmentation of Cerebrovascular StructuresIn: Image Processing, SPIE Medical Imaging 2011, Lake Buena Vista, Florida, USA, SPIE, 7962, 79623S1-79623S8, 2011