Prediction model of in-hospital mortality in intensive care unit patients with heart failure: machine learning-based, retrospective analysis of the MIMIC-III database.
Fuhai LiHui XinJidong ZhangMingqiang FuJingmin ZhouJun-Bo GePublished in: BMJ open (2021)
Our nomogram enabled good prediction of in-hospital mortality in ICU-admitted HF patients, which may help clinical decision-making for such patients.
Keyphrases
- intensive care unit
- end stage renal disease
- machine learning
- chronic kidney disease
- newly diagnosed
- peritoneal dialysis
- prognostic factors
- emergency department
- squamous cell carcinoma
- mechanical ventilation
- patient reported
- deep learning
- big data
- extracorporeal membrane oxygenation
- acute respiratory distress syndrome
- adverse drug