End-to-end trained ResNet50 outperforms linear probing of five foundation models for mitotic figure classification across data sizes and domains.
Do- main generalization across tumor types, laboratories, and species—Insights from the 2022 editionoftheMitosisDomainGeneralizationChallenge.MedicalImageAnalysis94(2024), p
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Is Self-Supervision Enough? Benchmarking Foundation Models Against End-to-End Training for Mitotic Figure Classification
End-to-end trained ResNet50 outperforms linear probing of five foundation models for mitotic figure classification across data sizes and domains.