Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments

1 code implementation • 11 Jun 2024 • Gan Gao, Andrew H. Song, Fiona Wang, David Brenes, Rui Wang, Sarah S. L. Chow, Kevin W. Bishop, Lawrence D. True, Faisal Mahmood, Jonathan T. C. Liu

A potential early route towards clinical adoption for 3D pathology is to rely on pathologists for final diagnosis based on viewing familiar 2D H&E-like image sections from the 3D datasets.

Diagnostic Multiple Instance Learning