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

Le Li Ligang Ding Zhuxin Zhang Likun Zhou Zhenhao Zhang Yulong Xiong Zhao Hu Yan Yao

Published in: Journal of medical Internet research (2023)

ML-based models could improve the predictive values of in-hospital mortality prediction for patients with LTVA compared with traditional scoring systems.

Keyphrases

machine learning
heart failure
left ventricular
artificial intelligence
big data
congenital heart disease
deep learning
atrial fibrillation