Stress Testing Deep Learning Models for Prostate Cancer Detection on Biopsies and Surgical Specimens.

Brennan T. Flannery,Howard M. Sandler,Priti Lal,Michael D. Feldman, Juan C. Santa-Rosario,Tilak Pathak,Tuomas Mirtti,Xavier Farre,Rohann Correa,Susan Chafe,Amit Shah,Jason A. Efstathiou,Karen Hoffman,Mark A. Hallman,Michael Straza, Richard Jordan,Stephanie L. Pugh,Felix Feng,Anant Madabhushi

JOURNAL OF PATHOLOGY（2025）

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Key words

deep learning,machine learning,convolutional neural networks,morphology,prostate cancer,biopsy,radical prostatectomy,generalizability,interpretability

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