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职业迁徙
个人简介
My research interest is in the following areas: machine learning; time series modeling; and, planning and optimization in the presence of uncertainty. My research work is motivated and driven mostly by biomedical informatics problems and applications. More specifically, my current work focuses on the development of modern machine learning technologies for analysis of high dimensional time-series data in electronic health record (EHR), patient state models, and their applications to real-time clinical monitoring and alerting, real-time patient assessment, real-time adverse event detection and outcome prediction. Finally, my most recent research is on control and optimization of complex biological and clinical processes.
研究兴趣
论文共 184 篇作者统计合作学者相似作者
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Journal of Critical Care (2024): 154565
Seth A. Schobel,Eric R. Gann,Desiree Unselt,Scott F. Grey,Felipe A. Lisboa, Meenu M. Upadhyay, Michael Rouse, Simon Tallowin, Nicholas A. Be,Xijun Zhang,Clifton L. Dalgard,Matthew D. Wilkerson,
Scientific Reportsno. 1 (2024): 1-13
Jayati Halder Jui,Milos Hauskrecht
crossref(2024)
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMSno. 3 (2023): 581-589
Artificial Intelligence in Medicinepp.199-204, (2023)
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AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGYno. 1 (2023): S388-S389
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Jayati H. Jui,Milos Hauskrecht
2023 IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS, BHIpp.1-4, (2023)
Raphael J Crum,Scott A Johnson,Peng Jiang,Jayati H Jui,Ruben Zamora, Devin Cortes,Mangesh Kulkarni,Archana Prabahar, Jennifer Bolin,Eric Gann,Eric Elster,Seth A Schobel,
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