Quantification of Collagen and Associated Features from H&E-stained Whole Slide Pathology Images Across Cancer Types Using a Physics-Based Deep Learning Model

Tan H. Nguyen, Jun Zhang, Jennifer Hipp,Guillaume Chhor, Michael Griffin, Nhat Le, Deeksha Kartik, Yibo Zhang, Mohammad Mirzadeh, Julia Varao, Jim Allay, Morgan Sweeney, Veronica Rivera, Brea Johnson, Jacqueline A. Brosnan-Cashman, Matthew Bronnimann,Harsha Pokkalla,Ben Glass,Andrew H. Beck,Justin Lee, Robert Egger

biorxiv（2025）

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Quantification of Collagen and Associated Features from H&amp;E-stained Whole Slide Pathology Images Across Cancer Types Using a Physics-Based Deep Learning Model

Quantification of Collagen and Associated Features from H&E-stained Whole Slide Pathology Images Across Cancer Types Using a Physics-Based Deep Learning Model