Pan-cancer integrative histology-genomic analysis via multimodal deep learning.
Pan-cancer integrative histology-genomic analysis via multimodal deep learning.
Richard J. Chen,Ming Y. Lu,8 作者,Faisal Mahmood
2022 · DOI: 10.1016/j.ccell.2022.07.004
Cancer Cell · 引用 458 次
TLDR
This work uses multimodal deep learning to jointly examine pathology whole-slide images and molecular profile data from 14 cancer types to predict outcomes and discover prognostic features that correlate with poor and favorable outcomes.