A generalist vision–language foundation model for diverse biomedical tasks

• 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
• Large language models for clinical decision support in gastroenterology and hepatology

  2025 Nature Reviews Gastroenterology & Hepatology review Medicine Artificial Intelligence in Healthcare and Education

  26

  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
• Incidental Prompt Injections on Vision–Language Models in Real-Life Histopathology

  2025 NEJM AI article Computer Science AI in cancer detection

  15

  citations
• A pen mark is all you need - Incidental prompt injection attacks on Vision Language Models in real-life histopathology

  2024 medRxiv preprint Computer Science Adversarial Robustness in Machine Learning Open access

  1

  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

6 results

• MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  1,037

  citations
• MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  73

  citations

2 results