Machine learning for the prediction of 1-year mortality in patients with sepsis-associated acute kidney injury.
Le LiJingyuan GuanXi PengLikun ZhouZhuxin ZhangLigang DingLihui ZhengLingmin WuZhicheng HuLimin LiuYan YaoPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- early detection
- machine learning
- septic shock
- patient data
- early diagnosis
- initial stage
- prognostic models
- intensive care
- clinical data
- prediction accuracy
- prediction error
- survival analysis
- intensive care unit
- data mining
- medical data
- prediction model
- machine learning algorithms
- learning algorithm
- prostate cancer
- machine learning methods
- feature selection
- patient outcomes
- natural language processing
- predictive modeling
- acute myocardial infarction
- lung cancer
- computer aided
- knowledge acquisition
- computer science
- clinical trials
- high risk
- dce mri
- emergency department
- regression model
- ischemic stroke
- decision trees