Integrative multiomics-histopathology analysis for breast cancer classification

Abstract Histopathologic evaluation of biopsy slides is a critical step in diagnosing and subtyping breast cancers. However, the connections between histology and multi-omics status have never been systematically explored or interpreted. We developed weakly supervised deep learning models over hemat...

Full description

Bibliographic Details
Main Authors: Yasha Ektefaie, William Yuan, Deborah A. Dillon, Nancy U. Lin, Jeffrey A. Golden, Isaac S. Kohane, Kun-Hsing Yu
Format: Article
Language:English
Published: Nature Portfolio 2021-11-01
Series:npj Breast Cancer
Online Access:https://doi.org/10.1038/s41523-021-00357-y