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Nature Medicine· 2025Q1

A multimodal whole-slide foundation model for pathology

Tong Ding, Sophia J. Wagner, Andrew H. Song, Richard J. Chen et al.

Short summary

A new multimodal foundation model, TITAN, can extract general-purpose slide representations and generate pathology reports for patient- and slide-level tasks without fine-tuning, even in data-scarce scenarios like rare cancer retrieval and prognosis.

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Field: Artificial Intelligence

Artificial IntelligenceComputer Science