A foundation model for clinical-grade computational pathology and rare cancers detection

Vorontsov E, Bozkurt A, Casson A, Shaikovski G, Zelechowski M, Severson K et al · 2024

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cs.CV · 2024-12-09 · conditional · novelty 6.0

End-to-end trained ResNet50 outperforms linear probing of five foundation models for mitotic figure classification across data sizes and domains.

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Is Self-Supervision Enough? Benchmarking Foundation Models Against End-to-End Training for Mitotic Figure Classification cs.CV · 2024-12-09 · conditional · none · ref 4
End-to-end trained ResNet50 outperforms linear probing of five foundation models for mitotic figure classification across data sizes and domains.