基本信息
浏览量:3
职业迁徙
个人简介
Dr. Kim has considerable biomedical informatics expertise in methods development for data integration using machine learning and other analytic challenges. His research entails the development and application of data integration approach to improve the ability to diagnose, treat, and prevent complex diseases. His primary focus lies in integrating multi-omics data, biological knowledge, and imaging data to better translate genomic and biomedical data from electronic health records (EHR) into clinical products. His projects have been both theoretical and applied, and they include developing novel data integration methods that combine multi-omics data and biological knowledge, predicting clinical outcomes based on interactions between multi-omic features, integrating multi-modal neuroimaging and multi-omics data, and identifying gene-gene (GxG) and gene-by-environment (GxE) interactions in several phenotypes/diseases.
研究兴趣
论文共 181 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT II (2024): 264-272
American Journal of Obstetrics and Gynecologyno. 1 (2024): S404
Jaesik Kim, Matei Ionita,Matthew Lee, Michelle L. McKeague,Ajinkya Pattekar,Mark M. Painter,Joost Wagenaar, Van Truong, Dylan T. Norton,Divij Mathew,Yonghyun Nam,Sokratis A. Apostolidis,
biorxiv(2024)
Haemin Kim, Mi-Young Oh,Young Mi Jung,Jeesun Lee,Sang-Hyuk Jung,Manu Shivakumar,Dokyoon Kim,Chan-Wook Park,Joong Shin Park,Jong Kwan Jun,Seung Mi Lee
American Journal of Obstetrics and Gynecologyno. 1 (2024): S552-S553
Limin Pan,Haibao Peng,Bowon Lee,Jiaxu Zhao, Xiulian Shen, Ximei Yan, Yipeng Hua,Jeonghyun Kim,Dokyoon Kim, Mouhong Lin,Shengjian Zhang,Xiaohui Li,
CoRR (2024): 306-321
引用0浏览0EIWOS引用
0
0
medrxiv(2024)
BMC Medicineno. 1 (2024): 1-14
Bioinformatics (Oxford, England)no. 3 (2024)
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn