Revisiting the Role of Foundation Models in Cell-Level Histopathological Image Analysis under Small-Patch Constraints -- Effects of Training Data Scale and Blur Perturbations on CNNs and Vision Transformers

Fuente: arXiv
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Bibliographic Details
Main Authors: Kagiyama, Hiroki, Nagasaka, Toru, Adachi, Yukari, Tachibana, Takaaki, Ito, Ryota, Fujita, Mitsugu, Yamashita, Kimihiro, Kakeji, Yoshihiro
Format: Preprint
Published: 2026
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