标志性成果 |
1.科研项目 (1)山西省科技厅, 自然科学研究面上项目, 202303021211130, 基于无监督核融合的多组学数据整合肿瘤分子分型方法研究, 2024-01至2026-12, 8万元, 在研, 主持。 (2)山西医科大学校级博士启动基金项目,基于多系统异构数据相似网络融合的冠心病精准预后模型构建,2019-01至今,10万元,在研,主持。 2.学术论文 (1) Hongyan Cao, Congcong Jia, Zhi Li, Haitao Yang, Ruiling Fang, Yanbo Zhang, Yuehua Cui*, wMKL: multi-omics data integration enables novel cancer subtype identification via weight-boosted multi-kernel learning, British Journal of Cancer, 2024. (2) Yifang Wei, Lingmei Li, Xin Zhao, Haitao Yang, Jian Sa, Hongyan Cao*, Yuehua Cui*. Cancer subtyping with heterogeneous multi-omics data via hierarchical multi-kernel learning. Briefings in Bioinformatics, 2023, 24(1), bbac488. (3) Jiaying Wang, Yuting Miao, Lingmei Li, Yongqing Wu, Yan Ren*, Yuehua Cui*, Hongyan Cao*, Multi-omics data integration for hepatocellular carcinoma subtyping with multikernel learning. Frontiers in Genetics, 2022, 13:962870. (4) Lingmei Li, Yifang Wei, Guojing Shi, Haitao Yang, Zhi Li, Ruiling Fang, Hongyan Cao*, Yuehua Cui*. Multi-omics data integration for subtype identification of Chinese lower-grade gliomas: a joint similarity network fusion approach. Computational and Structural Biotechnology Journal, 2022, 20: 3482-3492. 3.学术荣誉 山西省“三晋英才”支持计划青年优秀人才,全国大学生统计建模大赛山西赛区选拔赛研究生组二等奖(指导教师)。 4.学术任职 全国工业统计学教学研究会健康医疗大数据学会理事,《中国医院统计》杂志编委,山西省医学会临床流行病学和循证医学专业委员会委员 |