STimage: Robust, confident and interpretable models for predicting gene markers from cancer histopathological images
Xiao Tan, Onkar Mulay, Jacky Xie, Samual MacDonald, Taehyun Kim, Chenhao Zhou, Zherui Xiong, Samuel X. Tan, Nan Ye, Amy E. McCart Reed, Kiarash Khosrotehrani, Fred Roosta, Maciej Trzaskowski, Peter T. Simpson, Quan Hoang Nguyen
STimage predicts gene expression and classifies cell types from histopathological images, improving robustness and interpretability for cancer and disease analysis.
Nature Communications · Jan 16, 2026Peer-reviewedBioinformatics