A comprehensive evaluation of histopathology foundation models for ovarian cancer subtype classification

A comprehensive evaluation of histopathology foundation models for ovarian cancer subtype classification

Abstract Histopathology foundation models show great promise across many tasks, but analyses have been limited by arbitrary hyperparameters. We report the most rigorous single-task validation study to date, specifically in the context of ovarian carcinoma morphological subtyping. Attention-based mul...

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Bibliographic Details
Main Authors: Jack Breen, Katie Allen, Kieran Zucker, Lucy Godson, Nicolas M. Orsi, Nishant Ravikumar
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-025-00799-8
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