Deep learning-enabled medical computer vision

• Validation of an automated AI-based micro-CT organ segmentation workflow against expert annotations and its impact on fluorescence quantification

  2026 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision

  2024 Biomedizinische Technik/Biomedical Engineering article Engineering 3D Shape Modeling and Analysis Open access

  36

  citations
• Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset

  2023 Sensors article Computer Science Generative Adversarial Networks and Image Synthesis Open access

  8

  citations
• Smartphone video nystagmography using convolutional neural networks: ConVNG

  2022 Journal of Neurology article Computer Science Gaze Tracking and Assistive Technology Open access cited by 1 patent

  44

  citations
• Convolutional neural networks for quantitative smartphone video nystagmography: ConVNG

  2022 medRxiv preprint Computer Science Gaze Tracking and Assistive Technology Open access

  0

  citations
• A benchmark for neural network robustness in skin cancer classification

  2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

  65

  citations

6 results

• A mountable toilet system for personalized health monitoring via the analysis of excreta

  2020 Nature Biomedical Engineering article Engineering Non-Invasive Vital Sign Monitoring Open access cited by 13 patents

  179

  citations

1 result