Detection of prostate cancer in 3D pathology datasets via generative immunolabeling
Robert Serafin, Jennifer Salguero López, SP Chow, Rui Wang, Yujie Zhao, Elena Baraznenok, Lydia Lan, Kevin W. Bishop, Michelle R. Downes, Xavier Farré, Lawrence D. True, Priti Lal, Anant Madabhushi, Jonathan T.C. Liu
This paper develops a 3D computational pipeline called SIGHT to detect prostate cancer in pathology datasets using generative immunolabeling, achieving an F1 score comparable to pathologist agreement.
Modern Pathology · Feb 14, 2026Peer-reviewedPathology