Autoencoders and Variational Autoencoders in Medical Image Analysis
In: (eds.), Biomedical Image Synthesis and Simulations: Methods and Applications, Academic Press, In Press
Improving Findability of Digital Assets in Research Data Repositories Using the W3C DCAT Vocabulary
Studies in Health Technology and Informatics, In Press
Registration of histological brain images onto optical coherence tomography images based on shape information
Physics in Medicine & Biology, In Press
Understanding the Nature of Metadata – A Systematic Review
Journal of Medical Internet Research, In Press
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies
International Journal of Computer Assisted Radiology and Surgery, 2022
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 1-6, 2022
Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants
In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1341-1345, 2022
Extended Ventilation Test Framework to Compare Different Ventilation Prototypes
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, 133-136, 2022
Learning an airway atlas from lung CT using semantic inter-patient deformable registration
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 75-80, 2022
Segmentation of the dermal-epidermal junction in OCT image data using deep learning
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, 219-222, 2022
Spatiotemporal Attention for Realtime Segmentation of Corrupted Sequential Ultrasound Data
In: (eds.), 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 Study
JMIR Medical Informatics, 11, 5, e36709, 2022
Light-weight semantic segmentation and labelling of vertebrae in 3D-CT scans
In: (eds.), 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 DeepLab
In: 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 Estimation
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, 89-94, 2022
Implementation Guide Rare Disease Documentation - Enabling of the FAIR Principles for Rare Diseases
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, 277-280, 2022
Automatic Generation of Synthetic Data for Domain Randomization and Adaptation
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, 137-140, 2022
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
An evolutionary approach to continuously estimate CPR quality parameters from a wrist-worn inertial sensor
Health and Technology, 161-173, 2022
Mapping, Modeling and Standardization of Clinical Data into the HL7 FHIR Specification for the EU Project PanCareSurPass
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, 273-276, 2022
Mapping of ICD-O tuples to OncoTree codes using SNOMED CT post-coordination
Medical Informatics Europe, 294, 307--311, 2022
Mapping von ICD-O-Tupeln auf den OncoTree durch die Verwendung von SNOMED CT-Postkoordination
In: 16. DVMD-Fachtagung, Leipzig, 2022
Automatic Nightmare Recognition Using Convolutional Neural Network
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, 187-190, 2022
Generation of a Fast Healthcare Interoperability Resources (FHIR)-based Ontology for Federated Feasibility Queries in the Context of COVID-19: Feasibility Study
JMIR Medical Informatics, 10, 4, e35789, 2022
Analysis and implementation of semi-supervised segmentation methods using autoencoders
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, 479-482, 2022
Iterative 3D CNN based Segmentation of Vascular Trees in Liver CT
In: (eds.), 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 Specifications
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, 113-116, 2022
Mobile Applications for Self-management of Chronic Diseases: A Systematic Review
In: (eds.), 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 approaches
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, 307-310, 2022
Comparison of Data Augmentation Techniques for PhenotypeData of Parkinson’s Patients
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, 207-210, 2022
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks.
Studies in health technology and informatics, 294, 357-361, 2022
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:81, 2022
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations
In: 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 deformations
In: (eds.), Bildverarbeitung für die Medizin 2022, Heidelberg, Informatik Aktuell, Springer Vieweg, Wiesbaden, Abstract:197, 2022
A systematic comparison of generative models for medical images
International Journal of Computer Assisted Radiology and Surgery, 1-12, 2022
LUMA: A Mapping Assistant for Standardizing the Units of LOINC-Coded Laboratory Tests
Applied Sciences, 12, 12, 5848, 2022
Detecting behavioral changes of an individual using a Random Forest classifier on floor sensor data
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, 203-206, 2022
TermiCron – Bridging the Gap between FHIR Terminology Servers and Metadata Repositories
Studies in Health Technology and Informatics, 290, 71-75, 2022
TerminoDiff – Detecting Semantic Differences in HL7 FHIR CodeSystems
Studies in Health Technology and Informatics, 294, 362--366, 2022
Konzeption und Implementierung einer Geräteschnittstelle des TECAN EVO Aliquotierroboter im Biobankkontext
GMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future Development
BioMed Research International, Hindawi, 2021
Quality Assessment of 3D Synthesized Images Based on Textural and Structural Distortion Estimation
Applied Sciences, MDPI, 11, 6, 2666, 2021
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