Hui Yang 杨惠

Research Interests

Medical Informatics: Health Data Analysis, Disease Risk Prediction, and Precision Disease Detection.
医学信息学 (健康数据分析、疾病风险预测、疾病精准检测)

Projects

• Evolution and Prediction of Diabetes Comorbidity Networks Based on Real-World Data ,NSFC, 2024.1-2026.12.
  基于真实世界数据的糖尿病共病网络演化和预测，国家自然科学基金（青年项目），在研 主持
• Methodological Study on the Quality Evaluation of Traditional Chinese Medicine Formulations Associated with Clinical Efficacy ,NSFC, 2022.1-2026.12.
  关联临床疗效的中药复方质量评价方法学研究，国家自然科学基金（重点项目），在研 参与
• Analysis and Identification Model Study of Eukaryotic Genome Replication Initiation Mechanisms Based on Three-Dimensional Genome Structure and Epigenetic Information ,NSFC, 2022.1-2025.12.
  基于基因组三维结构与表观遗传信息的真核基因组复制起始机制分析与识别模型研究，国家自然科学基金（面上项目），在研 参与

Recent publications（一作及通讯）

• Hui Yang, Yamei Luo, Cai-Yi Ma, Tian-Yu Zhang, Tao Zhou, Xiao-Lei Ren, Xiao-Lin He, Ke-Jun Deng, Dan Yan, Hua Tang*, Hao Lin*. (2023) A gender specific risk assessment of coronary heart disease based on physical examination data. npj Digital Medicine. 6 136. (2023 IF:15.357)
• Jianqiang Xiao, Mujiexin Liu, Qinlai Huang, Zijie Sun, Lin Ning, Junguo Duan, Siquan Zhu, Jian Huang, Hao Lin*, Hui Yang*. (2022) Analysis and modeling of myopia-related factors based on questionnaire survey. Computers in biology and medicine. 5;150:106162 (2022 IF:6.698)
• Yu-Mei Han&,Hui Yang&, Qin-Lai Huang, Zi-Jie Sun, Ming-Liang Li, Jing-Bo Zhang, Ke-Jun Deng, Shuo Chen, Hao Lin*. (2022) Risk prediction of diabetes and pre-diabetes based on physical examination data. Mathematical Biosciences and Engineering 19 (4) pp.3597-3608 (2022 IF:2.194)
• Hui Yang, Yamei Luo, Xiaolei Ren, Ming Wu, Xiaolin He, Bowen Peng, Kejun Deng, Dan Yan, Hua Tang*, Hao Lin*. (2021) Risk Prediction of Diabetes: Big data mining with fusion of multifarious physical examination indicators. Information Fusion 75: 140–149. (2022 IF: 17.564)
• Jianglan Long &,Hui Yang&, Zhirui Yang, Qingquan Jia, Liwei Liu, Lingwei Kong, Huijing Cui, Suying Ding, Qian Qin, Nana Zhang, Xingzhong Feng, Shuxun Yan, Jinfa Tang, Shuo Chen, Yumei Han, Tao Jiang, Zhen Wen, Ningning Qi, Kejun Deng, Zhi Sun*, Hao Lin*, Dan Yan*. (2021) Integrated biomarker profiling of the metabolome associated with impaired fasting glucose and type 2 diabetes mellitus in large-scale Chinese patients. Clinical and Translational Medicine 11(6): e432. (2021 IF: 11.492)
• Hui Yang, Wuritu Yang, Fu-Ying Dao, Hao Lv, Hui Ding*, Wei Chen*, Hao Lin*.（2019） A comparison and assessment of computational method for identifying recombination hotspots in Saccharomyces cerevisiae. Briefings in Bioinformatics 21 (5) pp.1568-1580 (2020 IF: 13.994)
• Hui Yang, Wang-Ren Qiu, Guoqing Liu, Feng-Biao Guo, Wei Chen*, Kuo-Chen Chou*, Hao Lin*. (2018) iRSpot-Pse6NC: Identifying recombination spots in Saccharomyces cerevisiae by incorporating hexamer composition into general PseKNC. International Journal of Biological Sciences 14 (8) pp.883-891 (2022 IF:10.750)
• Hui Yang, Hao Lv, Hui Ding, Wei Chen*, Hao Lin*. (2018) iRNA-2OM: A sequence-based predictor for identifying 2’-O-methylation sites in Homo sapiens. Journal of Computational Biology 25(11): 1266-1277. (2022 IF:1.549)

Academic service

Reviewer
Computers in Biology and Medicine

Education

Ph.D. University of Electronic Science and Technology of China 2016-2022
B.Eng. University of Electronic Science and Technology of China 2004-2008

Work experience

Research Associate Professor, University of Electronic Science and Technology of China, Yangtze Delta Region Institute (Quzhou) 2024-Present.
Associate Professor, Chengdu University of Information Technology, School of Computer Science 2023-2024.
Lecturer, Chengdu University of Information Technology, School of Computer Science 2022-2023.