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Towards a Horizontal Gaze Nystagmus Detector on a Mobile Platform
In: (eds.), 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 Performance
In: (eds.), 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
Epistemic and Aleatoric Uncertainty Estimation for PED Segmentation in Home OCT Images
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 32-37, 2022
Pose-Based Control in Real-World Robotic Application
In: (eds.), 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
Monocular Depth Estimation for Bronchoscopic Navigation
In: (eds.), 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
Analysis of the impact of super-resolution on medical CT-Scans for classification and segmentation
In: (eds.), 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
Service-Oriented Medical Device Connectivity: Particular Interoperability Standards for High Frequency Surgical Equipment and External Control Devices
Current Directions in Biomedical Engineering, 7, 2, 523-526, 2021
Vision-based Approaches towards Person Identification Using Gait
Computer Science Review, Elsevier, 42, 2021
Detection of glycemic abnormalities based on continuous glucose measurements
In: (eds.), 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 Practice
In: (eds.), 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 Discrepancy
In: (eds.), Bildverarbeitung für die Medizin 2021, Regensburg, Informatik aktuell, Springer Vieweg, Wiesbaden, 192-197, 2021
Analysis of the Relevance of Physiological Signals for Sleep Stage Classification using Deep Neural Networks
In: 65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS), Berlin, Germany, 2020
Connecting Old Devices Safely To The Cloud
In: (eds.), 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 Learning
In: (eds.), Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 183, 2020
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning
In: SPIE Medical Imaging 2020, Houston, USA, 2020
Der Einfluss von Segmentierung auf die Genauigkeit eines CNN-Klassifikators zur Mimik-Steuerung
In: (eds.), Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 294-300, 2020
Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure
Sensors, 20, 11, 3312, 2020
A Non-linear View Transformations Model for Cross-view Gait Recognition
Neurocomputing, 402, 100-111, 2020
Registration with probabilistic correspondences — Accurate and robust registration for pathological and inhomogeneous medical data
Computer Vision and Image Understanding, 190, 102839, 2020
Safety4Bikes : Assistance Systems for Cycling Children to Increase Safety
In: International Cycling Safety Conference - Abstract Book, 71, 2019
Enabling Artificial Intelligence in High Acuity Medical Environments
Minim Invasive Ther Allied Technol, 28, 2, 120-126, 2019
Robust GPU-based Virtual Reality Simulation of Radio-frequency Ablations for Various Needle Geometries and Locations
International Journal of Computer Assisted Radiology and Surgery, 14, 11, 1825-1835, 2019
Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-Simulationen
In: (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 289-294, 2019
Segmentation of Mouse Skin Layers in Optical Coherence Tomography Image Data using Deep Convolutional Neural Networks
Biomedical Optics Express, 10, 7, 3484-3496, 2019
Topology-Preserving Shape-Based Regression of Retinal Layers in OCT Image Data Using Convolutional Neural Networks
In: IEEE International Symposium on Biomedical Imaging, ISBI 2019, Venedig, Italien, 1437-1440, 2019

Spatiotemporal Features of Human Motion for Gait Recognition
Signal, Image and Video Processing, 13, 2, 369-377, 2019
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data
In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2877-2881, 2019
One Step Away from Technology but One Step Towards Domain Experts—MDRBridge: A Template-Based ISO 11179-Compliant Metadata Processing Pipeline
Methods of Information in Medicine, 58, S 02, e72-e79, 2019
Scientific Challenge in eHealth: MAPPATHON- A Metadata Mapping Challenge
In: MedInfo, Lyon, Stud Health Technol Inform, 264, 1516-1517, 2019
Labeling of Partially Occluded Regions via the Multi-Layer CRF
Multimedia Tools and Applications, 78, 2, 2551-2569, 2019
Electromyography-based Translator of the Polish Sign Language
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies
In: (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 37-42, 2019
A Probabilistic Approach for the Registration of Images with Missing Correspondences
In: SPIE 10949, Medical Imaging 2019: Image Processing, San Diego, USA, 10949, 1094925-1-10949251-8, 2019
OR.NET: A Service-Oriented Architecture for Safe and Dynamic Medical Device Interoperability
Biomedizinische Technik. Biomedical engineering, 63, 1, 11-30, 2018
Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten
In: (eds.), 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 forests
In: 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.Injector
Studies in health technology and informatics, 253, 45-49, 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 Features
In: 25th IEEE International Conference on Image Processing (ICIP) 2018, Athens, Greece, IEEE, 773-777, 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 recognition
Signal, Image and Video Processing, 2018
Using a generic model for codebook-based gait recognition algorithms
In: 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 Standard
Studies 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 networks
Pattern Recognition, 77, 248-261, 2018
Sensor Headband for Emotion Recognition in a Virtual Reality Environment
In: 6th International Conference on Information Technologies in Biomedicine (ITIB 2018), Kamień Śląski, Poland, Springer, 539-548, 2018
Probabilistic Appearance Models for Medical Image Analysis
In: (eds.), Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 37-38, 2018
Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus
In: (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 331-336, 2017
Increasing Standardization of Biobank Data through HL7 FHIR Mapping
In: Global Biobank Week, Stockholm, Global Biobank Week Posters Abstracts Book 2017, 135, 2017
Linked Data Applications through Ontology Based Data Access in Clinical Research
In: Informatics for Health 2017, Manchester Central, UK, Studies in Health Technology and Informatics, 235, 131-135, 2017