Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

• Heidelberg Perioperative Deep Data Study (HeiPoDD): study protocol for a prospective cohort study for prediction of complications after high-risk non-cardiac surgery in a German university hospital

  2025 BMJ Open article Medicine Cardiac, Anesthesia and Surgical Outcomes Open access

  3

  citations
• Heidelberg Perioperative Deep Data Registry and Biomaterial Bank (HeiPoDD Registry and Bio Bank): study protocol for a prospective single-centre registry and biobank for patients undergoing high-risk non-cardiac surgery in a German university hospital

  2025 BMJ Open article Medicine Cardiac, Anesthesia and Surgical Outcomes Open access

  2

  citations
• The barriers to uptake of artificial intelligence in hepatology and how to overcome them

  2025 Journal of Hepatology article Medicine Artificial Intelligence in Healthcare and Education Open access

  24

  citations
• HEKAN:A new neural network for encrypted inference

  2025 conference-paper Computer Science Cryptography and Data Security

  0

  citations
• Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans

  2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access

  16

  citations
• Automatic landmark correspondence detection in medical images with an application to deformable image registration

  2023 Journal of medical imaging article Computer Science Medical Image Segmentation Techniques Open access

  15

  citations
• Rheumatoid Arthritis Classification and Prediction by Consistency-Based Deep Learning Using Extremity MRI Scans

  2023 SSRN Electronic Journal preprint Medicine Rheumatoid Arthritis Research and Therapies Open access

  0

  citations
• From real-world electronic health record data to real-world results using artificial intelligence

  2022 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access

  154

  citations
• Accounting for diversity in AI for medicine

  2022 Computer law & security review article Social Sciences Ethics and Social Impacts of AI Open access

  50

  citations
• Künstliche Intelligenz in der Kardiologie

  2021 Herzschrittmachertherapie + Elektrophysiologie article Medicine Artificial Intelligence in Healthcare and Education

  8

  citations
• Next Big Challenges in Core AI Technology

  2021 Lecture notes in computer science conference-paper Computer Science Artificial Intelligence Applications

  5

  citations
• Breaking medical data sharing boundaries by using synthesized radiographs

  2020 Science Advances article Medicine Artificial Intelligence in Healthcare and Education Open access

  67

  citations
• Use of artificial intelligence in imaging in rheumatology – current status and future perspectives

  2020 RMD Open article Medicine Artificial Intelligence in Healthcare and Education Open access

  95

  citations

13 results