Early Prediction of Cardiac Arrest in the Intensive Care Unit Using Explainable Machine Learning: Retrospective Study

• Main Authors: Yun Kwan Kim (Author), Won-Doo Seo (Author), Sun Jung Lee (Author), Ja Hyung Koo (Author), Gyung Chul Kim (Author), Hee Seok Song (Author), Minji Lee (Author)
• Format: Book
• Published: JMIR Publications, 2024-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundCardiac arrest (CA) is one of the leading causes of death among patients in the intensive care unit (ICU). Although many CA prediction models with high sensitivity have been developed to anticipate CA, their practical application has been challenging due to a lack of generalization and val...