Development and Validation of a Robust and Interpretable Early Triaging Support System for Patients Hospitalized With COVID-19: Predictive Algorithm Modeling and Interpretation Study

• Main Authors: Sangwon Baek (Author), Yeon joo Jeong (Author), Yun-Hyeon Kim (Author), Jin Young Kim (Author), Jin Hwan Kim (Author), Eun Young Kim (Author), Jae-Kwang Lim (Author), Jungok Kim (Author), Zero Kim (Author), Kyunga Kim (Author), Myung Jin Chung (Author)
• Format: Book
• Published: JMIR Publications, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundRobust and accurate prediction of severity for patients with COVID-19 is crucial for patient triaging decisions. Many proposed models were prone to either high bias risk or low-to-moderate discrimination. Some also suffered from a lack of clinical interpretability and were developed based...