A multimodal whole-slide foundation model for pathology
Nature Medicine, Published online: 05 November 2025; doi:10.1038/s41591-025-03982-3
Pretrained using 335,645 whole-slide images, a foundation model is developed to provide representations for slide- and patient-level tasks. It is capable of performing clinical tasks and generating reports even in data-scarce scenarios, such as rare cancer diagnosis and survival prediction, without requiring further fine-tuning.
A multimodal whole-slide foundation model for pathology
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