Deep Learning Models for Predicting Severe Progression in COVID-19-Infected Patients: Retrospective Study

Thao Thi Ho   ^{1 *} , MS ;   Jongmin Park   ^{2 *} , MD ;   Taewoo Kim   ¹ , BS ;   Byunggeon Park   ² , MD ;   Jaehee Lee   ³ , MD, PhD ;   Jin Young Kim   ⁴ , MD ;   Ki Beom Kim   ⁵ , MD ;   Sooyoung Choi   ⁶ , MD ;   Young Hwan Kim   ⁷ , MD ;   Jae-Kwang Lim   ² , MD ;   Sanghun Choi   ¹ , PhD

¹ School of Mechanical Engineering, Kyungpook National University, Daegu, Republic of Korea

² Department of Radiology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea

³ Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea

⁴ Department of Radiology, Keimyung University Dongsan Hospital, Daegu, Republic of Korea

⁵ Department of Radiology, Daegu Fatima Hospital, Daegu, Republic of Korea

⁶ Department of Radiology, Yeungnam University Medical Center, Daegu, Republic of Korea

⁷ Department of Radiology, School of Medicine, Daegu Catholic University, Daegu, Republic of Korea

*these authors contributed equally