Vision transformer-based weakly supervised histopathological image analysis of primary brain tumors

著者: Zhongxiao Li, Yuwei Cong, Xin Chen, Jiping Qi, Jingxian Sun, Tao Yan, He Yang, Junsi Liu, Enzhou Lu, Lixiang Wang, Jiafeng Li, Hu Hong, Cheng Zhang, Quan Yang, Jiawei Yao, Penglei Yao, Qiuyi Jiang, Wenwu Liu, Jiangning Song, Lawrence Carin, Yupeng Chen, Shiguang Zhao, Xin Gao - iScience 2022 被引用: 75

methylation, directly from H&E-stained histopathological images, with patient level AUC scores of 0.960, 0.874, and 0.845, respectively.