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Foundation Models in Medicine

About this topic

Foundation models for medicine are large pretrained models adapted to clinical and biomedical data โ€” medical imaging (radiology, pathology, ophthalmology), clinical text, and multimodal records. This topic tracks generalist medical models, self-supervised pretraining, clinical LLMs and agents, evaluation, and safety/robustness for deployment.

๐Ÿ—“๏ธ By year

  • 2026 โ€” 32 papers ยท 1 in latest batch
  • 2025 โ€” 43 papers ยท year in review