Predicting gastric cancer tumor mutational burden from histopathological images using multimodal deep learning.

Li, Jing; Liu, Haiyan; Liu, Wei; Zong, Peijun; Huang, Kaimei; Li, Zibo; Li, Haigang; Xiong, Ting; Tian, Geng; Li, Chun; Yang, Jialiang.

Afiliação

Li J; School of Mathematics and Statistics, Hainan Normal University, Haikou 571158, China.
Liu H; Geneis Beijing Co., Ltd., Beijing 100102, China.
Liu W; College of Information Engineering, Changsha Medical University, Changsha 410219, Hunan, China.
Zong P; Department of Internal Medicine, Beijing Sanhuan Cancer Hospital, Beijing 100023, China.
Huang K; Department of Pathology, Yidu Central Hospital of Weifang, Shandong 262500, China.
Li Z; Department of Mathematics, Zhejiang Normal University, Jinhua 321004, China.
Li H; Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha 410219, China.
Xiong T; Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha 410219, China.
Tian G; Department of Pharmacy, Changsha Medical University, Changsha 410219, Hunan, China.
Li C; Geneis Beijing Co., Ltd., Beijing 100102, China.
Yang J; School of Mathematics and Statistics, Hainan Normal University, Haikou 571158, China.