中文
  • Jin Liu
  • Doctoral degree
  • Associate Professor
  • Computer Science and Engineering
 

Educational Background

  • 2013.92017.11

     中南大学   计算机科学与技术   Doctoral degree   PhD Graduate 

  • 2010.92013.6

     中国科学院大学   计算机技术   Master's degree   Master's degree 

Work Experience

  • 2018.3Now

    中南大学      计算机学院    讲师、副教授

 

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)



  • Associate Professor
    Supervisor of Doctorate Candidates
    Supervisor of Master's Candidates
  • School/Department:Computer Science and Engineering
  • Education Level:PhD Graduate
  • Business Address:计算机楼201室
  • Sex:Male
  • Contact Information:liujin06@csu.edu.cn
  • Degree:Doctoral degree
  • Status:Employed
  • Alma Mater:中南大学
  • Discipline:Computer Science and Technology
  • Honors and Titles:
  • 中国研究型医院学会医学研究创新二等奖; 湖南省优秀博士学位论文获得者;
    • Zip Code:
    • Postal Address:
    • Email:
    Central South University  All rights reserved  湘ICP备05005659号-1 Click:
      MOBILE Version

    The Last Update Time:..