Publications
AI-based biomarker analysis for central serous chorioretinopathy (CSCR)In: XXXIVth meeting of the Club Jules Gonin in Palma de Mallorca, In Press
Hammerstein–Wiener Motion Artifact Correction for Functional Near-Infrared Spectroscopy: A Novel Inertial Measurement Unit-Based TechniqueSensors, MDPI AG, 24, 3173, 2024
Integration von Wearables und Nutzung von digitalen Biomarkern zur Diagnostik und Therapie im GesundheitswesenIn: , Health Data Management: Schlüsselfaktor für erfolgreiche Krankenhäuser, Springer Fachmedien Wiesbaden, Wiesbaden, 323-336, 2024
Evaluating Movement and Device-Specific DeepConvLSTM Performance in Wearable-Based Human Activity RecognitionIn: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF, INSTICC, 746-753, 2024
Focused unsupervised image registration for structure-specific population analysisIn: Medical Imaging 2024: Computer-Aided Diagnosis, San Diego, United States, Proc. SPIE 12927, SPIE, 88, 2024
Comparison of anatomical priors for learning-based neural network guidance for mediastinal lymph node segmentationIn: Medical Imaging 2024: Computer-Aided Diagnosis, San Diego, United States, SPIE, 53, 2024
LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node AtlasMachine Learning for Biomedical Imaging, 2, 817-833, 2024
Artificial Intelligence-Based Prediction of Contrast Medium Doses for Computed Tomography Angiography Using Optimized Clinical Parameter SetsMethods of information in medicine, 2024
Denoising of home OCT images using Noise2Noise trained on artificial eye dataIn: Medical Imaging 2024: Image Processing, San Diego, United States, SPIE, 81, 2024
Automated Video‐Based Approach for the Diagnosis of Tourette SyndromeMovement Disorders Clinical Practice, Wiley, 2024
Requirements for the Acceptance of an App for Voice Therapy — A Usability Report Based on the “Oldenburger Logopädie App” (OLA)Journal of Voice, Elsevier BV, 2024
Reducing the impact of domain shift in deep learning for OCT segmentation using image manipulationsIn: Medical Imaging 2024: Computer-Aided Diagnosis, San Diego, United States, Proc. SPIE, SPIE, 12927, 2024
Android App for Symptomatic Monitoring of Cervical Dystonia: Design and Usability StudyIn: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 201-207, 2024
Improved Motion Artifact Correction in fNIRS Data by Combining Wavelet and Correlation-Based Signal ImprovementSensors, 23, 8, 3979, 2023
Assessment of intrinsic and extrinsic aging on dermal morphology using optical coherence tomographyIn: , Photonics in Dermatology and Plastic Surgery 2023, SPIE International Society for Optics and Photonics, SPIE PC12352, PC123520D, 2023
Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor DataIn: Proceedings of the 7th International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, Rostock, Germany, iWOAR '22, Association for Computing Machinery, 1-8, 2023
Anatomy-guided domain adaptation for 3D in-bed human pose estimationMedical Image Analysis, 89, 102887, 2023
A Denoised Mean Teacher for Domain Adaptive Point Cloud RegistrationIn: , Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Vancouver, Lecture Notes in Computer Science, Springer Cham, 14229, 666-676, 2023
Unsupervised 3D Registration Through Optimization-Guided Cyclical Self-trainingIn: , Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Vancouver, Lecture Notes in Computer Science, Springer Cham, 14229, 677-687, 2023
Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy SubjectsIn: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 30, 1-5, 2023
Automated Motor Tic Detection: A Machine Learning Approach.Movement disorders, 13, 10, 2023
A Comprehensive Comparative Study of Deep Learning Methods for Noisy Sperm Image Classification: from Convolutional Neural Network to Visual TransformerIntelligent Medicine, 2023
Effects of Time-Series Data Pre-Processing on the Transformer-Based Classification of Activities from Smart GlassesIn: Proceedings of the 8th International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, Lübeck Germany / New York, NY, USA, iWOAR '23, Association for Computing Machinery, 332022, 1-4, 2023
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural NetworksSensors, MDPI, 23, 2023
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentationMedical Image Analysis, 83, 102628, 2023
WASP—A Web Application to Support Syntactically and Semantically Correct SNOMED CT PostcoordinationApplied Sciences, 10, 6114, 2023
Implicitly Solved Regularization for Learning-Based Image RegistrationIn: , International Workshop on Machine Learning in Medical Imaging, MICCAI 2023, Vancouver, Lecture Notes in Computer Science, Machine Learning in Medical Imaging, Springer Nature Switzerland, 137-146, 2023
Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung RegistrationIn: Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2023
CAM-VT: A Weakly Supervised Cervical Cancer Nest Image Identification Approach Using Conjugated Attention Mechanism and Visual TransformerComputers in Biology and Medicine, Elsevier, 162, 2023
Interacting Multiple Model Particle Filter for Indoor Positioning ApplicationsIn: Proceedings of the 2023 International Technical Meeting of The Institute of Navigation, 2023
Natural language processing of referral letters improves machine learning-based triaging of patients with low back pain to the most appropriate interventionJournal of Medical Internet Research, 2023
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain RecognitionSensors, MDPI, 23, 2023
Leveraging Semantic Information for Sonographic Wrist Fracture Assessment Within ChildrenIn: , Bildverarbeitung für die Medizin 2023, Wiesbaden, Springer Fachmedien Wiesbaden, 102-107, 2023
Generalised 3D Medical Image Registration with Learned Shape EncodingsIn: , 27th Annual Conference Medical Image Understanding and Analysis, MIUA 2023, Aberdeen, UK, Lecture Notes in Computer Science, Springer Cham, 14122, 268-280, 2023
Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity RecognitionIn: Proceedings of the 8th ACM International Workshop on Sensor-based Activity Recognition and Artificial Intelligence (iWOAR 2023), ACM, 2023
Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement OptimisationSensors, 23, 6, 2876, 2023
Chasing Clouds: Differentiable Volumetric Rasterisation of Point Clouds as a Highly Efficient and Accurate Loss for Large-Scale Deformable 3D RegistrationIn: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 8026-8036, 2023
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep LearningIEEE Transactions on Medical Imaging, 42, 3, 697-712, 2023
Point cloud-based scene flow estimation on realistically deformable objects: A benchmark of deep learning-based methodsJournal of Visual Communication and Image Representation, 95, 103893, 2023
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis: From Popular Convolutional Neural Networks to Potential Visual TransformersComputers in Biology and Medicine, Elsevier, 161, 2023
EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification EvaluationPhysica Medica, 107, 2023
Optimizing Sleep Staging on Multimodal Time Series: Leveraging Borderline Synthetic Minority Oversampling Technique and Supervised Convolutional Contrastive LearningComputers in Biology and Medicine, Elsevier, 166, 2023
Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data AugmentationSensors, MDPI, 23, 2023
Wearable-based Human Flow Experience Recognition Enhanced by Transfer Learning Methods Using Emotion DataComputers in Biology and Medicine, Elsevier, 166, 2023
Sensor-Based Detection of Food Hypersensitivity Using Machine LearningIn: Proceedings of the 8th ACM International Workshop on Sensor-based Activity Recognition and Artificial Intelligence (iWOAR 2023), ACM, 2023
A Comprehensive Survey of Intestine Histopathological Image Analysis Using Machine Vision ApproachesComputers in Biology and Medicine, Elsevier, 165, 2023
Shape-based segmentation of retinal layers and fluids in OCT image dataIn: , Medical Imaging 2023: Computer-Aided Diagnosis, International Society for Optics and Photonics, 12465, 1246510, 2023
Abstract: Shape-based Segmentation of Retinal Layers and Fluids in OCT Image DataIn: , Bildverarbeitung für die Medizin 2023, Wiesbaden, Springer Fachmedien Wiesbaden, 11-11, 2023
Weakly supervised airway orifice segmentation in video bronchoscopyIn: , Medical Imaging 2023: Image Processing, International Society for Optics and Photonics, 12464, 124640A, 2023
Chaos analysis of the cortical boundary for the recognition of psychosisJournal of Psychiatry and Neuroscience, 48, 2, E135-E142, 2023
Segmentation of weakly visible environmental microorganism images using pair-wise deep learning featuresBiomedical Signal Processing and Control, Elsevier, 79, 2, 2023
An Android App for Posture Analysis Using OWASIn: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF,, INSTICC, 307-313, 2023
EA-based smartwatch application for training and assistance in cardiopulmonary resuscitationIn: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, GECCO ’23 Companion, ACM, 2023
Attempting to counteract vigilance decrement in older adults with brain stimulationFrontiers in Neuroergonomics, 4, 2023
Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain StudySensors, MDPI, 23, 2023
OII-DS: A Benchmark Oral Implant Image Dataset for Object Detection and Image Classification EvaluationComputers in Biology and Medicine, Elsevier, 167, 2023
Overcoming the sensor delta for semantic segmentation in OCT imagesIn: Computer-Aided DiagnosisMedical Imaging 2023: Computer-Aided Diagnosis, San Diego, United States, SPIE, 1246511, 34, 2023
A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable SensorsSensors, MDPI, 23, 2023
Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT AngiographyStudies in health technology and informatics, 302, 952-956, 2023
Motivationsgründe und Vorstellungen über eine zukünftige Beteiligung älterer Menschen im Forschungs- und Entwicklungsprozess von Gesundheitstechnologien – eine Mixed Methods-StudieZusammenfassungDas Gesundheitswesen, Georg Thieme Verlag, 2023
Attention-augmented U-Net (AA-U-Net) for semantic segmentationSignal, Image and Video Processing, 17, 981-989, 2023
Towards interoperability in infection control: a standard data model for microbiologyScientific data, 10, 1, 654, 2023
Mettertron - Bridging Metadata Repositories and Terminology Servers.Studies in health technology and informatics, 307, 243-248, 2023
WiFi Sensing with Single-Antenna Devices for Ambient Assisted LivingIn: Proceedings of the 8th ACM International Workshop on Sensor-based Activity Recognition and Artificial Intelligence (iWOAR 2023), ACM, 2023
Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor ReconstructionIn: Proceedings of the 8th ACM International Workshop on Sensor-based Activity Recognition and Artificial Intelligence (iWOAR 2023), ACM, 2023
Extended Head Pose Estimation on Synthesized Avatars for Determining the Severity of Cervical DystoniaIn: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2023
Demarcation of brain and tumor tissue with optical coherence tomography using prior neural networksIn: Optical Coherence Imaging Techniques and Imaging in Scattering Media V, Munich, Germany, SPIE, 12632, 61, 2023
Dual wavelength analysis and classification of brain tumor tissue with optical coherence tomographyIn: Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XXI, San Francisco, United States, SPIE, 12368, 13, 2023
Embedding-Based Music Emotion Recognition Using Composite LossIEEE Access, IEEE, 11, 2023
Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology DisentanglementIn: , Medical Applications with Disentanglements. MAD 2022, Singapore, Lecture Notes in Computer Science, Springer Cham, 13823, 59-69, 2023
Performance Benchmarking of FHIR Terminology Operations in ETL JobsStudies in health technology and informatics, 302, 707-710, 2023
EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection EvaluationFrontiers in Microbiology, Frontiers Media, 14, 2023
Doing More With Moiré Pattern Detection in Digital PhotosIEEE Transactions on Image Processing, IEEE, 32, 694-708, 2023
Development and Validation of a Deep Learning-based Model to Distinguish Acetabular Fractures on Pelvic Anteroposterior RadiographsFrontiers in Physiology, Frontiers Media, 2023
TOD-Net: Transformer-Based Neural Network for Tiny Object Detection in Sperm Microscopic VideosIn: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), IEEE, 2023
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologiesInternational Journal of Computer Assisted Radiology and Surgery, 2022
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information ClusteringIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 1-6, 2022
Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural NetworkIn: , Biomedical Image Registration. WBIR 2022, Cham, Lecture Notes in Computer Science, Springer International Publishing, 13386, 3-7, 2022
Image registration and appearance adaptation in non-correspondent image regions for new MS lesions detectionFrontiers in Neuroscience, 16, 2022
Technology-Based Education and Training System for Nursing ProfessionalsIn: , Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 120-138, 2022
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
Data Driven Sensor Model for Wi-Fi Fine Timing MeasurementIn: 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN), Beijing, China, IEEE, 2022
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detectionPattern Recognition, Elsevier, 130, 2022
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach.Computers in biology and medicine, Elsevier, 143, 2022
SVIA dataset: A new dataset of microscopic videos and images for computer-aided sperm analysisBiocybernetics and Biomedical Engineering, Elsevier, 42, 1, 204-214, 2022
Extended Ventilation Test Framework to Compare Different Ventilation PrototypesIn: , 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
Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning While Driving a CarElectronics, MDPI, 11, 18, 2022
PIPF: Proposal-Interpolating Particle FilterIn: 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN), Beijing, China, IEEE, 2022
Learning an airway atlas from lung CT using semantic inter-patient deformable registrationIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 75-80, 2022
Using Barometer for Floor Assignation within Statistical Indoor Localization.Sensors (Basel, Switzerland), MDPI, 23, 1, 2022
Segmentation of the dermal-epidermal junction in OCT image data using deep learningIn: , 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
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
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
Spatiotemporal Attention for Realtime Segmentation of Corrupted Sequential Ultrasound DataIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 235-240, 2022
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
Light-weight semantic segmentation and labelling of vertebrae in 3D-CT scansIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:19, 2022
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
Support Point Sets for Improving Contactless Interaction in Geometric Learning for Hand Pose EstimationIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 89-94, 2022
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars.Sensors (Basel, Switzerland), MDPI, 22, 10, 2022
GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer.Computers in biology and medicine, Elsevier, 142, 2022
Implementation Guide Rare Disease Documentation - Enabling of the FAIR Principles for Rare DiseasesIn: , 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
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors.Sensors (Basel, Switzerland), MDPI, 22, 20, 2022
Automatic Generation of Synthetic Data for Domain Randomization and AdaptationIn: , 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
Towards a Horizontal Gaze Nystagmus Detector on a Mobile PlatformIn: , 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
Revisiting the Iterative Image Registration Technique deeds in terms of Speed PerformanceIn: , 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
Magnetic Signature Sensor Model for Accurate Short-Distance LocalizationIn: 2022 IEEE Sensors, Dallas, TX, USA, IEEE, 257, 1-4, 2022
Epistemic and Aleatoric Uncertainty Estimation for PED Segmentation in Home OCT ImagesIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 32-37, 2022
Pose-Based Control in Real-World Robotic ApplicationIn: , 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
A comprehensive study on codebook-based feature fusion for gait recognitionInformation Fusion, Elsevier, 92, 216-230, 2022
Monocular Depth Estimation for Bronchoscopic NavigationIn: , 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
Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients.Frontiers in psychiatry, 13, 965128, 2022
Analysis of the impact of super-resolution on medical CT-Scans for classification and segmentationIn: , 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
Establishment of an expert-curated database of therapy-relevant aberrations from whole-exome sequencing in the Molecular Tumor Boards of the Universitaren Cancer Center Schleswig-HolsteinIn: Oncology Research and Treatment, KARGER, 45, SUPPL 2, 219-219, 2022
A new pairwise deep learning feature for environmental microorganism image analysis.Environmental science and pollution research international, Springer, 29, 34, 51909-51926, 2022
A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approachesArtificial Intelligence Review, Springer, 55, 2022
Classifying Changes in Motion Behaviour Due to a Hospital Stay Using Floor Sensor Data – A Single Case StudyIn: Information Technology in Biomedicine (ITIB 2022), Springer, 3-14, 2022
An evolutionary approach to continuously estimate CPR quality parameters from a wrist-worn inertial sensorHealth and Technology, 161-173, 2022
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptronPattern Recognition, Elsevier, 130, 2022
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers.Computers in biology and medicine, Elsevier, 141, 2022
DVT: Application of Deep Visual Transformer in Cervical Cell Image ClassificationIn: Information Technology in Biomedicine (ITIB 2022), Springer, 285-294, 2022
Improving Findability of Digital Assets in Research Data Repositories Using the W3C DCAT VocabularyStudies in Health Technology and Informatics, 290, 61-65, 2022
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches.Artificial intelligence review, Springer, 1-72, 2022
Mapping, Modeling and Standardization of Clinical Data into the HL7 FHIR Specification for the EU Project PanCareSurPassIn: , 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
Mapping von ICD-O-Tupeln auf den OncoTree durch die Verwendung von SNOMED CT-PostkoordinationIn: 16. DVMD-Fachtagung, Leipzig, 2022
Mapping of ICD-O tuples to OncoTree codes using SNOMED CT post-coordinationMedical Informatics Europe, 294, 307--311, 2022
Automatic Nightmare Recognition Using Convolutional Neural NetworkIn: , 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
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
Chronological Registration of OCT and Autofluorescence Findings in CSCR: Two Distinct Patterns in Disease Course.Diagnostics (Basel, Switzerland), 12, 8, 1780, 2022
Analysis and implementation of semi-supervised segmentation methods using autoencodersIn: , 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
Iterative 3D CNN based Segmentation of Vascular Trees in Liver CTIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 7-12, 2022
Improving the Usability of a User Interface for the Creation of PCR Test SpecificationsIn: , 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
Mobile Applications for Self-management of Chronic Diseases: A Systematic ReviewIn: , 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
Segmentation of infants in depth data: Evaluation of thresholding approachesIn: , 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
Registration of histological brain images onto optical coherence tomography images based on shape informationPhysics in Medicine & Biology, 67, 13, 2022
Differentiation of different stages of brain tumor infiltration using optical coherence tomography: Comparison of two systems and histologyFrontiers in Oncology, 12, 896060, 2022
Comparison of Data Augmentation Techniques for PhenotypeData of Parkinson’s PatientsIn: , 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
Understanding the Nature of Metadata – A Systematic ReviewJournal of Medical Internet Research, 24, 1, e25440, 2022
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks.Studies in health technology and informatics, 294, 357-361, 2022
A systematic comparison of generative models for medical imagesInternational Journal of Computer Assisted Radiology and Surgery, 1-12, 2022
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic AutoencodersIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:81, 2022
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
Synthesis of annotated pathological retinal OCT data with pathology-induced deformationsIn: , Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:197, 2022
Generative Deep-Learning-Modelle für die automatische Analyse und Synthese von medizinischen Bilddaten mit pathologischen StrukturenIn: Ausgezeichnete Informatikdissertationen 2021, , Lecture Notes in Informatics - Dissertations, 291-300, 2022
LUMA: A Mapping Assistant for Standardizing the Units of LOINC-Coded Laboratory TestsApplied Sciences, 12, 12, 5848, 2022
Detecting behavioral changes of an individual using a Random Forest classifier on floor sensor dataIn: , 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
Habitat radiomics analysis of pet/ct imaging in high-grade serous ovarian cancer: Application to Ki-67 status and progression-free survival.Frontiers in Physiology, Frontiers Media, 13, 2022
TermiCron – Bridging the Gap between FHIR Terminology Servers and Metadata RepositoriesStudies in Health Technology and Informatics, 290, 71-75, 2022
TerminoDiff – Detecting Semantic Differences in HL7 FHIR CodeSystemsStudies in Health Technology and Informatics, 294, 362--366, 2022
Comparative Study for Patch-Level and Pixel-Level Segmentation of Deep Learning Methods on Transparent Images of Environmental Microorganisms: From Convolutional Neural Networks to Visual TransformersApplied Sciences, MDPI, 12, 18, 2022
SEM-RCNN: A Squeeze-and-Excitation-Based Mask Region Convolutional Neural Network for Multi-Class Environmental Microorganism DetectionApplied Sciences, MDPI, 12, 19, 2022
An Application of Pixel Interval Down-Sampling (PID) for Dense Tiny Microorganism Counting on Environmental Microorganism ImagesApplied Sciences, MDPI, 12, 14, 2022
Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer.Artificial intelligence review, Springer, 1-58, 2022
BlumNet: Graph Component Detection for Object Skeleton ExtractionIn: MM '22, Lisboa Portugal, Proceedings of the 30th ACM International Conference on Multimedia, ACM, 5527-5536, 2022
PIS-Net: A Novel Pixel Interval Sampling Network for Dense Microorganism Counting in Microscopic ImagesIn: Information Technology in Biomedicine (ITIB 2022), Springer, 307-318, 2022
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification, and Detection Method Evaluation.Frontiers in Microbiology, Frontiers Media, 13, 829027, 2022
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers.Frontiers in microbiology, Frontiers Media, 13, 2022
Image Classification in Breast Histopathology Using Transfer and Ensemble LearningIn: Information Technology in Biomedicine (ITIB 2022), Springer, 295-306, 2022
Konzeption und Implementierung einer Geräteschnittstelle des TECAN EVO Aliquotierroboter im BiobankkontextGMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future DevelopmentBioMed Research International, Hindawi, 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, 20-21, 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
Breathing Rate Estimation during Sleep using Capacitive ECG ElectrodesIn: , 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
Improvement of Machine Learning Algorithms for Object DetectionIn: , 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
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
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
HRDepthNet: Depth Image-Based Marker-Less Tracking of Body JointsSensors, 21, 4, 2021
FlowNet application for 3D image registrationIn: , 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
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: DVMD-Fokus: Datenzugriff und -bereitstellung, Leipzig, 2021
lost in translation? semantische standardisierung!gesundhyte.de, 14, 25-28, 2021
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
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
Mask R-CNN Based C. Elegans Detection with a DIY MicroscopeBiosensors, 11, 8, 2021
Validation of a Laser Ranged Scanner-Based Detection of Spatio-Temporal Gait Parameters Using the aTUG ChairSensors, 21, 4, 2021
Visualization and Exploration of Integrated Patient DataIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 359-362, 2021
Comparison of Feature Extraction Methods for Physiological Signals for Heat-based Pain RecognitionSensors, MDPI, 21, 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
Short-Term Load Forecasting Using an Attended Sequential Encoder-Stacked Decoder Model with Online TrainingApplied Sciences, MDPI, 11, 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
Service-Oriented Medical Device Connectivity: Particular Interoperability Standards for High Frequency Surgical Equipment and External Control DevicesCurrent Directions in Biomedical Engineering, 7, 2, 523-526, 2021
Vision-based Approaches towards Person Identification Using GaitComputer Science Review, Elsevier, 42, 2021
Detection of glycemic abnormalities based on continuous glucose measurementsIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 155-158, 2021
Medical Data Engineering – Theory and PracticeIn: , Advances in Model and Data Engineering in the Digitalization Era. MEDI 2021, Communications in Computer and Information Science, Springer, Cham, 1481, 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
CT Normalization by Paired Image-to-image Translation for Lung Emphysema QuantificationIn: , Bildverarbeitung für die Medizin 2021, Wiesbaden, Informatik Aktuell, Springer Fachmedien Wiesbaden, 276-281, 2021
OWAS inter-rater reliabilityApplied Ergonomics, 93, 103357, 2021
Deep Malaria Parasite Detection in Thin Blood Smear Microscopic ImagesApplied Sciences, MDPI, 114, 5, 2284, 2021
Dynamic Positioning of an OCT-Scanbeam using 3D Object-Tracking in Stereo Microscope ImagesIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 263-266, 2021
Towards Effective Contrastive Pretraining for Medical Image SegmentationIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 287-290, 2021
The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and PromotionFrontiers in Psychology, Frontiers Media, 12, 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
Enabling Semantic Interoperability for Endoscopic DevicesIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 355-358, 2021
Comparison of deep reinforcement learning algorithms for Catheter-based interventionsIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 313-316, 2021
Segmentation of Cutaneous Lymphoma Lesions Using Convolutional Neural NetworksIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 329-332, 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
Learning inverse consistent 3D groupwise registration with deforming autoencodersIn: SPIE Medical Imaging 2021, SPIE, 2021
Provision of sensitive clinical and biobank data for research in compliance with data protection regulationsIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 133-136, 2021
Implementation of a medical Android application for measuring EEG data and storing them onto a remote serverIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 307-310, 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
Comparison of two optical coherence tomography systems to identify human brain tumorIn: Optical Coherence Imaging Techniques and Imaging in Scattering Media IV, Online Only, Germany, SPIE, 20, 2021
Hands on the Medical Informatics Initiative Core Data Sets - Lessons Learned from Converting the MIMIC-IVStudies in Health Technology and Informatics, 283, 119-126, 2021
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic AutoencodersIn: Medical Imaging with Deep Learning (MIDL 2021), 2021
Analysis of Generative Shape Modeling ApproachesIn: , Bildverarbeitung für die Medizin 2021, Wiesbaden, Informatik Aktuell, Springer Fachmedien Wiesbaden, 344-349, 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
Intertemporal Slice-to-Volume matching in Cardiac CT Perfusion ImagingIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 267-270, 2021
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentationPattern Recognition, Elsevier, 115, 2021
A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning ApproachesArtificial Intelligence Review, Springer, 2021
Deep learning-based image registration for voxel-based morphometryIn: , Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 275-278, 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
Preliminary Viability Test of a 3-D-Consumer-Camera-Based System for Automatic Gait Feature Detection in People with and without Parkinson's DiseaseIn: Proceedings of IEEE International Conference on Healthcare Informatics (ICHI), Oldenburg, Germany, IEEE, 1-7, 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
The AAL/Care Laboratory – A Healthcare Prevention System for CaregiversNanomaterials and Energy, 9, 1, 1-10, 2020
Convolutional and Recurrent Neural Networks for Surface Electromyography Based Respiratory Diagnostics and TherapyIn: , Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 343-346, 2020
Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic ScenariosSensors, MDPI, 20, 2020
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice AnalysisScientific Reports, 10, 1, 1-19, 2020
Minimizing comprehensive geriatric assessment to identify deterioration of physical performance in a healthy community-dwelling older cohort: longitudinal data of the AEQUIPA Versa studyAging Clinical and Experimental Research, Springer International Publishing, 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
Cycling Monitoring System - Sensing Cycling Performance via a Pedal-Integrated IMUNanomaterials and Energy, 9, 1, 1-6, 2020
Measurement System for Unsupervised Standardized Assessment of Timed “Up & Go” and Five Times Sit to Stand Test in the Community—A Validity StudySensors, 20, 10, 2824, 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
Activity Scores of Older Adults based on Inertial Measurement Unit Data in Everyday LifeIn: Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 5: HEALTHINF, Valetta (Malta), SCITEPRESS – Science and Technology Publications, Lda., 579-585, 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
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
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
Mass Surveilance of C. elegans - Smartphone-Based DIY Microscope and Machine-Learning-Based Approach for Worm DetectionSensors, MDPI AG, 19, 6, 1468, 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
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
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
Evaluation of Power-Based Stair Climb Performance via Inertial Measurement UnitsIn: , Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 238-261, 2019
Measurement of the Chair Rise Performance of Older People Based on Force Plates and IMUsSensors, 19, 6, 1370, 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
Safety4Bikes : Assistance Systems for Cycling Children to Increase SafetyIn: International Cycling Safety Conference - Abstract Book, 71, 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
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
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
Cardiopulmonary resuscitation quality parameters from motion capture data using Differential Evolution fitting of sinusoidsApplied Soft Computing, 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
Scanning Laser Rangefinders for the Unobtrusive Monitoring of Gait Parameters in Unsupervised SettingsSensors, Multidisciplinary Digital Publishing Institute, 18, 10, 3424, 2018
Validation of the ambient TUG chair with light barriers and force sensors in a clinical trialAssistive Technology, Taylor & Francis, 0, 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
Towards an Automated Unsupervised Mobility Assessment for Older People Based on Inertial TUG MeasurementsSensors, 18, 10, 2018
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
A Model-Based Approach for Jump Analyses Regarding Strength and BalanceIn: , Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 354-375, 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
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
XML Skeleton Definitions for Human Posture AssessmentsStudies in Health Technology and Informatics, 253, 225-229, 2018
SKAML: An XML Markup Language for Abstract Skeleton Definitions in the Context of Human Posture AssessmentsIn: Medical Informatics Europe, Gothenburg, Sweden, 2018
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
Counteracting the Slowdown of Reaction Times in a Vigilance Experiment with 40-Hz Transcranial Alternating Current StimulationIEEE - Transactions on Neural Systems & Rehabilitation Engineering, 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
Development of a Mobile Functional Near-Infrared Spectroscopy PrototypeIn: , Internet of Vehicles. Technologies and Services Towards Smart City, Cham, Springer International Publishing, 146-161, 2018
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
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
EEG Recording and Online Signal Processing on Android: A Multiapp Framework for Brain-Computer Interfaces on SmartphoneBioMed Research International Hindawi, 2017, 12-12, 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
Gesture controlled hospital beds for home careIn: , Ambient Assisted Living 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016, Springer International Publishing, 103-118, 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
Technology Supported Geriatric AssessmentIn: , Ambient Assisted Living: 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016, Springer International Publishing, Cham, 85-100, 2017
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
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
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
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