Development and Validation of Machine Learning-Based Models to Predict In-Hospital Mortality in Life-Threatening Ventricular Arrhythmias: Retrospective Cohort Study

• Main Authors: Le Li (Author), Ligang Ding (Author), Zhuxin Zhang (Author), Likun Zhou (Author), Zhenhao Zhang (Author), Yulong Xiong (Author), Zhao Hu (Author), Yan Yao (Author)
• Format: Book
• Published: JMIR Publications, 2023-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundLife-threatening ventricular arrhythmias (LTVAs) are main causes of sudden cardiac arrest and are highly associated with an increased risk of mortality. A prediction model that enables early identification of the high-risk individuals is still lacking. ObjectiveWe aimed to build machine le...