標志性成果 |
1.科研項目 (1)山西省科技廳, 自然科學(xué)研究面上項目, 202303021211130, 基于無監(jiān)督核融合的多組學(xué)數(shù)據(jù)整合腫瘤分子分型方法研究, 2024-01至2026-12, 8萬元, 在研, 主持。 (2)山西醫(yī)科大學(xué)校級博士啟動基金項目,基于多系統(tǒng)異構(gòu)數(shù)據(jù)相似網(wǎng)絡(luò)融合的冠心病精準預(yù)后模型構(gòu)建,2019-01至今,10萬元,在研,主持。 2.學(xué)術(shù)論文 (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.學(xué)術(shù)榮譽 山西省“三晉英才”支持計劃青年優(yōu)秀人才,全國大學(xué)生統(tǒng)計建模大賽山西賽區(qū)選拔賽研究生組二等獎(指導(dǎo)教師)。 4.學(xué)術(shù)任職 全國工業(yè)統(tǒng)計學(xué)教學(xué)研究會健康醫(yī)療大數(shù)據(jù)學(xué)會理事,《中國醫(yī)院統(tǒng)計》雜志編委,山西省醫(yī)學(xué)會臨床流行病學(xué)和循證醫(yī)學(xué)專業(yè)委員會委員 |