个人简介

完善中。

研究方向

基于机器学习的脑肿瘤病理诊断

代表性论著

1. Ma Y, Shi F, Sun T, Chen H, Cheng H, Liu X, Wu S, Lu J, Zou Y, Zhang J, Jin L, Shen D, Wu J. Histopathological auxiliary system for brain tumour (HAS-Bt) based on weakly supervised learning using a WHO CNS5-style pipeline. J Neurooncol. 2023 May;163(1):71-82. doi: 10.1007/s11060-023-04306-6. Epub 2023 May 13. PMID: 37173511.

2. Xiaodan Xing & Ma Yixin & Lei Jin & Tianyang Sun & Zhong Xue & Feng Shi & Jinsong Wu & Dinggang Shen ; A Multi-scale Graph Network with Multi-head Attention for Histopathology Image Diagnosis, MICCAI 2021, Strasbourg, FRANCE, 2021

3. Hameed, N.U.Farrukh & Ma, Yixin & Zhen, Zili & Wu, Jiangfen & Feng, Rui & Li, Weiping & Huang, Guodong & Wu, Jinsong & Chen, Zhongping. (2020). Impact of a Pandemic on Surgical Neuro-Oncology - Maintaining Functionality in Crisis. 10.21203/rs.3.rs-94520/v1.

4. Jin, Lei & Shi, Feng & Chun, Qiuping & Chen, Hong & Ma, Yixin & Hameed, N & Wu, Jiangfen & Mei, Chunming & Lu, Junfeng & Zhang, Jun & Aibaidula, Abudumijiti & Wu, Jinsong. (2020). Artificial Intelligence Neuropathologist for Glioma Classification using Deep Learning on Hematoxylin and Eosin Stained Slide images and Molecular Markers. Neuro-oncology. 23. 10.1093/neuonc/noaa163.

5. Zhao, Bing & Wu, Mengfang & Hu, Zhihuang & Ma, Yixin & Qi, Wang & Zhang, Yanling & Li, Yaran & Yu, Min & Wang, Huijie & Mo, Wei. (2020). Thrombin is a therapeutic target for non-small-cell lung cancer to inhibit vasculogenic mimicry formation. Signal Transduction and Targeted Therapy. 5. 117. 10.1038/s41392-020-0167-1.