Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study

• Autores principales: Yun Kwan Kim (Autor), Ja Hyung Koo (Autor), Sun Jung Lee (Autor), Hee Seok Song (Autor), Minji Lee (Autor)
• Formato: Libro
• Publicado: JMIR Publications, 2023-12-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

BackgroundCardiac arrest (CA) is the leading cause of death in critically ill patients. Clinical research has shown that early identification of CA reduces mortality. Algorithms capable of predicting CA with high sensitivity have been developed using multivariate time series data. However, these alg...