Personal Information

刘锦，男，中南大学计算机学院副教授，博/硕士研究生导师，湖南省优秀博士论文获得者，CCF高级会员，CSIG脑图谱专业委员会委员，CCF生物信息学专委会委员。主要研究方向是人工智能、医学影像数据处理与分析、大数据、脑科学。目前已在IEEE TMI、IEEE/ACM TCBB、MIA等国际著名学术期刊或会议上发表SCI论文50余篇，其中1篇Featured Article，ESI Top 1% 高被引论文5篇，最佳论文奖5次，据Google Scholar统计显示总引用1800余次，单篇最高引用300余次，h指数为20。主持或作为科研骨干参与国家重点研发计划、国家自然科学基金面上基金、湖南省重点领域研发计划等省部级科研项目10余项，荣获中国研究型医院学会医学研究创新二等奖。

代表性论文:(more)

1. [1] Jianhong Cheng, Jin Liu*, Hulin Kuang, and Jianxin Wang. A Fully Automated Multimodal MRI-based Multi-task Learning for Glioma Segmentation and IDH Genotyping. IEEE Transactions on Medical Imaging, 41(6): 1520-1532, 2022.

2. [2] Junjian Li, Jin Liu*, Hailin Yue, Jianhong Cheng, Hulin Kuang, Harrison Bai, Yuping Wang, and Jianxin Wang. DARC: Deep Adaptive Regularized Clustering for Histopathological Image Classification. Medical Image Analysis, 80: 102521, 2022.

3. [3] Jianhong Cheng, Jin Liu*, Hailin Yue, Harrison Bai, Yi Pan, and Jianxin Wang. Prediction of Glioma Grade using Intratumoral and Peritumoral Radiomic Features from Multiparametric MRI Images. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 19(2): 1084-1095, 2022. 

4. [4] Ningzhi Gou, Yizhen Xiang, Jiansong Zhou, Simei Zhang, Shaoling Zhong, Juntao Lu, Xiaoxi Liang, Jin Liu*, and Xiaoping Wang. Identification of Violent Patients with Schizophrenia Using a Hybrid Machine Learning Approach at the Individual Level. Psychiatry research, 306: 114294, 2021.

5. [5] Jin Liu, Min Li, Wei Lan, Fang-Xiang Wu, Yi Pan, and Jianxin Wang. Classification of Alzheimer's Disease Using Whole Brain Hierarchical Network. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 15(2):624-632. 2018. (Featured Article)