A foundation model for generalizable disease detection from retinal images

• Retinal vessel imaging in inflammatory disease: From endothelial dysfunction to clinical evidence and translation

  2026 Progress in Retinal and Eye Research article Medicine Retinal Imaging and Analysis Open access

  1

  citations
• The Human Organ Atlas

  2026 Science Advances article Physics and Astronomy Advanced X-ray Imaging Techniques Open access

  5

  citations
• The Human Organ Atlas

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Anatomy and Medical Technology Open access

  2

  citations
• Artificial intelligence, machine learning, and digitalization systems in the cell and gene therapy sector: a guidance document from the ISCT industry committees

  2025 Cytotherapy article Medicine Artificial Intelligence in Healthcare and Education

  14

  citations
• In-context learning enables multimodal large language models to classify cancer pathology images

  2024 Nature Communications article Computer Science AI in cancer detection Open access

  156

  citations
• EyeMatics – Multizentrische Datenauswertung von Real-World-Daten mit interoperabler medizinischer Informatik

  2024 Die Ophthalmologie article Health Professions Electronic Health Records Systems Open access

  1

  citations
• EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative

  2024 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  0

  citations
• Deep learning helps discriminate between autoimmune hepatitis and primary biliary cholangitis

  2024 JHEP Reports article Medicine Liver Diseases and Immunity Open access

  19

  citations
• Weakly Supervised Deep Learning in Radiology

  2024 Radiology article Medicine Artificial Intelligence in Healthcare and Education

  39

  citations
• Large language models and multimodal foundation models for precision oncology

  2024 npj Precision Oncology editorial Medicine Artificial Intelligence in Healthcare and Education Open access

  79

  citations
• Multimodal Large Language Models are Generalist Medical Image Interpreters

  2023 medRxiv preprint Computer Science Multimodal Machine Learning Applications Open access

  17

  citations
• Operational greenhouse-gas emissions of deep learning in digital pathology: a modelling study

  2023 The Lancet Digital Health article Engineering Green IT and Sustainability Open access

  39

  citations

12 results