Deep-learning triage of 3D pathology datasets for comprehensive and efficient pathologist assessments
Gan Gao, Renao Yan, Andrew H. Song, Huai-Ching Hsieh, Lindsey A. Erion Barner, Fiona Wang, David Brenes, Sarah S. L. Chow, Rui Wang, Kevin W. Bishop, Yongjun Liu, Xavier Farré, Mukul K. Divatia, Michelle R. Downes, Funda Vakar‐Lopez, , Jonathan T.C. Liu
CARP3D uses deep learning to prioritize high-risk 2D sections in 3D pathology data, improving disease detection while reducing pathologist workload.
bioRxiv · Jul 20, 2025 · PreprintPathology