(請按提綱填寫) 1. 科研項目 (1)國家自然科學(xué)基金青年基金項目,81502897,基于概率校準和集成學(xué)習(xí)的出生缺陷發(fā)病風(fēng)險預(yù)測模型研究,2016/01-2018/12,18萬元,結(jié)題,主持 (2)山西省基礎(chǔ)研究計劃自然科學(xué)研究面上項目,202103021224245,基于不完整多視圖數(shù)據(jù)的阿爾茨海默癥輔助診斷多核模型研究,2022/01-2024/12,8萬元,在研,主持 (3)山西醫(yī)科大學(xué)校級博士啟動基金,BS201729,基于概率校準與集成學(xué)習(xí)的彌漫大B細胞淋巴瘤患者完全緩解預(yù)測模型研究,2018-01至2019-12,10萬元,在研,主持 2.學(xué)術(shù)論文 (1)Meng Xing, Yanbo Zhang, Hongmei Yu, Zhenhuan Yang, Xueling Li, Qiong Li, Yanlin Zhao, Zhiqiang Zhao*, Yanhong Luo*(共同通訊作者). Predict DLBCL patients’ recurrence within two years with Gaussian mixture model cluster oversampling and multi-kernel learning. Computer Methods and Programs in Biomedicine, 226 (2022) :107103. (2)Shuanglong Fan, Zhiqiang Zhao, Hongmei Yu, Lei Wang, Chuchu Zheng, XueqianHuang,Zhenhuan Yang, Meng Xing, Qing Lu*,Yanhong Luo*(共同通訊作者). Applying probability calibration to ensemble methods to predict 2-year mortality in patients with DLBCL. BMC Med Inform Decis Mak (2021) 21:14. (3)Lei Wang, ZhiQiang Zhao?,YanHong Luo?(共同通訊作者), HongMei Yu, ShuQing Wu, XiaoLuRen,ChuChu Zheng, XueQian Huang. Classifying 2-year recurrence in patients with dlbcl using clinical variables with imbalanced data and machine learning methods. Computer Methods and Programs in Biomedicine,196(2020) 105567. (4)Yanhong Luo,Jie Yang,Yanbo Zhang*. Development and validation of a patient-reported outcome measure for stroke patients. Health and Quality of Life Outcomes,2015,13:53. (5)Yanhong Luo,Zhi Li,Husheng Guo,Hongyan Cao,Chunying Song,Xingping Guo,Yanbo Zhang*. Predicting Congenital Heart Defects: a Comparison of Three Data Mining Methods. Plos one,2017,12(5):e0177811. 3.學(xué)術(shù)榮譽 “三晉英才”支持計劃青年優(yōu)秀人才 4.學(xué)術(shù)任職 世界中醫(yī)藥學(xué)會聯(lián)合會臨床科研統(tǒng)計學(xué)專業(yè)委員會常務(wù)理事 |