Prediction of sepsis mortality in ICU patients using machine learning methods.
Jiayi GaoYuying LuNegin AshrafiIan DomingoKamiar AlaeiMaryam PishgarPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- intensive care unit
- intensive care
- prognostic models
- septic shock
- patient data
- intensive care units
- clinical data
- initial stage
- decision support system
- prediction accuracy
- prostate cancer
- high risk
- medical data
- decision support
- cardiac surgery
- medical staff
- survival analysis
- blood pressure
- information systems
- risk factors
- patient outcomes
- prediction model
- logistic regression
- regression model
- early diagnosis
- health care
- decision makers
- traumatic brain injury
- acute myocardial infarction
- outcome prediction
- medical knowledge
- medical records
- classification trees