Evidence-based clinical engineering: Machine learning algorithms for prediction of defibrillator performance.
Almir BadnjevicLejla GurbetaMehrija HasicicLejla BandicZerina MaseticZivorad KovacevicJasmin KevricLeandro PecchiaPublished in: Biomed. Signal Process. Control. (2019)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- learning problems
- predictive accuracy
- standard machine learning algorithms
- clinical guidelines
- prediction accuracy
- random forests
- prediction model
- learning tasks
- medical knowledge
- input features
- machine learning models
- machine learning approaches
- clinical practice
- learning models
- transfer learning
- data structure
- semi supervised learning
- medical data
- clinical data
- labeled data
- statistical machine learning
- text mining