Multimodal biomedical AI

• Leave No Data Behind: Exploring a new paradigm in oncology with foundation models and large language models

  2026 Cell Reports Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  1

  citations
• CLEAR: an auditable foundation model for radiology grounded in clinical concepts

  2026 Nature Biomedical Engineering article Medicine Artificial Intelligence in Healthcare and Education Open access

  0

  citations
• CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts

  2026 medRxiv preprint Medicine Artificial Intelligence in Healthcare and Education Open access

  0

  citations
• Large language models-enabled digital twins for precision medicine in rare gynecological tumors

  2025 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  29

  citations
• Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology

  2025 Nature Cancer article Medicine Artificial Intelligence in Healthcare and Education Open access

  163

  citations
• Perspectives on Advancing Multimodal Learning in Environmental Science and Engineering Studies

  2024 Environmental Science & Technology article Computer Science Multimodal Machine Learning Applications

  30

  citations
• A framework for sharing of clinical and genetic data for precision medicine applications

  2024 Nature Medicine article Computer Science Blockchain Technology Applications and Security Open access

  37

  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
• The STRESS-EU database: A European resource of human acute stress studies for the worldwide research community

  2024 Neuroscience Applied article Neuroscience Stress Responses and Cortisol Open access

  13

  citations
• Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

  2023 Radiology article Computer Science Multimodal Machine Learning Applications

  107

  citations
• A Report and Proposals for Future Activity from the Inaugural Artificial Intelligence in Dermatology Symposium Held at the International Societies for Investigative Dermatology 2023 Meeting

  2023 JID Innovations article Medicine Cutaneous Melanoma Detection and Management Open access

  4

  citations
• Multimodal Data Integration Advances Longitudinal Prediction of the Naturalistic Course of Depression and Reveals a Multimodal Signature of Remission During 2-Year Follow-up

  2023 Biological Psychiatry article Medicine Treatment of Major Depression Open access

  28

  citations
• Multimodal Data Integration Advances Longitudinal Prediction of the Naturalistic Course of Depression and Reveals a Multimodal Signature of Disease Chronicity

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Treatment of Major Depression Open access

  0

  citations

13 results

• Swarm Learning for decentralized and confidential clinical machine learning

  2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents

  901

  citations
• Deep learning in cancer pathology: a new generation of clinical biomarkers

  2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents

  697

  citations
• Approaches to addressing missing values, measurement error, and confounding in epidemiologic studies

  2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  32

  citations

3 results