Enhancing the Predictions of Cytomegalovirus Infection in Severe Ulcerative Colitis Using a Deep Learning Ensemble Model: Development and Validation Study

Jeong Heon Kim   ^{1 *} ;   A Reum Choe   ^{2 *} , MD ;   Ju Ran Byeon   ^{2 *} , MD ;   Yehyun Park   ² , MD ;   Eun Mi Song   ² ;   Seong-Eun Kim   ² , MD ;   Eui Sun Jeong   ² , MD ;   Rena Lee   ³ , PhD ;   Jin Sung Kim   ¹ , PhD ;   So Hyun Ahn   ⁴ , PhD ;   Sung Ae Jung   ² , MD

¹ Department of Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea

² Department of Internal Medicine, College of Medicine, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, South Korea, Seoul, Republic of Korea

³ Department of Bioengineering, College of Medicine, Ewha Womans University, Seoul, Republic of Korea

⁴ Ewha Medical Research Institute, College of Medicine, Ewha Womans University, Seoul, Republic of Korea

*these authors contributed equally