Predicting complications of diabetes mellitus using advanced machine learning algorithms.
Branimir LjubicAmeen Abdel HaiMarija StanojevicWilson DiazDaniel PolimacMartin PavlovskiZoran ObradovicPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- machine learning algorithms
- diabetes mellitus
- benchmark data sets
- diabetic patients
- risk factors
- learning algorithm
- machine learning methods
- high risk
- machine learning
- decision trees
- predictive accuracy
- learning tasks
- random forests
- machine learning models
- learning problems
- machine learning approaches
- machine learning systems
- blood glucose
- input features
- expert systems
- data mining
- statistical models
- statistical machine learning
- data sets