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Ablin EP Vernhes on Muck Rack

Ablin EP Vernhes

As seen in: BioRxiv
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Articles

Extended pre-training of histopathology foundation models uncovers co-existing breast cancer archetypes characterized by RNA splicing or TGF-β dysregulation

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By Lisa Fournier, Vincent Jung, Garance Haefliger, Ablin EP Vernhes
| BioRxiv
Abstract In recent years, histopathology foundation models (hFM) have rapidly advanced in size and complexity, achieving excellent performance in tasks such as cancer diagnosis and biomarker discovery. Here, we reveal novel capabilities of these models by specializing hFMs, originally trained on diverse tissue types, specifically to invasive tumor tissue.
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