Identifying the Risk of Sepsis in Patients With Cancer Using Digital Health Care Records: Machine Learning–Based Approach

Donghun Yang   ^{1, 2 *} , MSc ;   Jimin Kim   ^{3 *} , PhD ;   Junsang Yoo   ⁴ , PhD ;   Won Chul Cha   ^{4, 5} , MD, PhD ;   Hyojung Paik   ^{2, 3} , PhD

¹ AI Technology Research Center, Division of S&T Digital Convergence, Korea Institute of Science and Technology Information, Daejeon, Republic of Korea

² Department of Data and High Performance Computing Science, University of Science and Technology, Daejeon, Republic of Korea

³ Center for Supercomputing Applications, Division of National Supercomputing, Korea Institute of Science and Technology Information, Daejeon, Republic of Korea

⁴ Department of Digital Health, Samsung Advanced Institute for Health Science & Technology, Sungkyunkwan University, Seoul, Republic of Korea

⁵ Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

*these authors contributed equally