An explainable machine learning algorithm for risk factor analysis of in-hospital mortality in sepsis survivors with ICU readmission.
Zhengyu JiangLulong BoZhenhua XuYubing SongJiafeng WangPingshan WenXiaojian WanTao YangXiaoming DengJinjun BianPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- factor analysis
- intensive care unit
- high risk
- learning algorithm
- portfolio optimization
- risk factors
- intensive care
- intensive care units
- component analysis
- independent component analysis
- blood pressure
- discriminant analysis
- prognostic models
- portfolio management
- cluster analysis
- matrix factorization
- machine learning algorithms
- health care
- statistical tests
- medical data
- decision support system
- clinical data
- machine learning
- reinforcement learning
- automatic model selection
- supervised learning
- latent factors
- correspondence analysis
- risk assessment
- prostate cancer
- statistical analysis
- collaborative filtering
- support vector machine
- high dimensional
- lower bound
- data analysis