Comparing machine learning and regression models for mortality prediction based on the Hungarian Myocardial Infarction Registry.
Peter PirosTamas FerenciRita FleinerPéter AndrékaHamido FujitaLászló FozoLevente KovácsAndrás JánosiPublished in: Knowl. Based Syst. (2019)
Keyphrases
- regression model
- prediction model
- myocardial infarction
- machine learning
- linear regression model
- model selection
- survival analysis
- prognostic models
- multiple linear regression
- target variable
- regression analysis
- regression methods
- linear model
- pattern recognition
- data mining
- predictive modeling
- statistical methods
- intensive care
- explanatory variables
- decision trees
- magnetic resonance images
- cross validation
- logistic regression models
- multivariate regression
- fully automatic
- support vector