Prediction model of in-hospital mortality in intensive care unit patients with heart failure: machine learning-based, retrospective analysis of the MIMIC-III database

Objective The predictors of in-hospital mortality for intensive care units (ICUs)-admitted heart failure (HF) patients remain poorly characterised. We aimed to develop and validate a prediction model for all-cause in-hospital mortality among ICU-admitted HF patients.Design A retrospective cohort stu...

Full description

Bibliographic Details
Main Authors: Mingqiang Fu, Jingmin Zhou, Jidong Zhang, Fuhai Li, Hui Xin, Zhexun Lian
Format: Article
Language:English
Published: BMJ Publishing Group 2021-07-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/11/7/e044779.full