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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 183 篇作者统计合作学者相似作者
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American Journal of Obstetrics and Gynecologyno. 1 (2024): S404
MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT II (2024): 264-272
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,
Yeongmin Kim, Wongyung Choi, Woojeong Choi, Grace Ko, Seonggyun Han, Hwan-Cheol Kim,Dokyoon Kim, Dong-Gi Lee, Dong Wook Shin,Younghee Lee
BioData miningno. 1 (2024): 14-14
Yonghyun Nam,Jaesik Kim,Sang-Hyuk Jung, Jakob Woerner, Erica H Suh,Dong-Gi Lee,Manu Shivakumar,Matthew E Lee,Dokyoon Kim
Annual review of biomedical data science (2024)
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2024): 306-321
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