Vision transformer-based weakly supervised histopathological image analysis of primary brain tumors
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
Abstract
methylation, directly from H&E-stained histopathological images, with patient level AUC scores of 0.960, 0.874, and 0.845, respectively.
Topics & Concepts
Artificial intelligenceHistopathologyDeep learningComputer scienceBrain tumorPathologyPattern recognition (psychology)MedicineAI in cancer detectionDigital Imaging for Blood DiseasesCell Image Analysis Techniques