Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease).
Juan-Jose BeunzaEnrique PuertasEster García-OvejeroGema VillalbaEmilia CondesGergana KolevaCristian HurtadoManuel F. LandechoPublished in: J. Biomed. Informatics (2019)
Keyphrases
- machine learning algorithms
- coronary heart disease
- clinical practice
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- predictive accuracy
- machine learning methods
- prediction accuracy
- learning problems
- standard machine learning algorithms
- random forests
- machine learning models
- learning models
- machine learning approaches
- medical imaging
- statistical machine learning
- learning tasks
- image processing
- prediction model
- input features
- decision making
- data sets
- neural network
- extreme events
- machine learning systems
- case based reasoning
- medical images
- transfer learning