Enhanced Critical Congenital Cardiac Disease Screening by Combining Interpretable Machine Learning Algorithms.
Zhengfeng LaiPranjali VadlaputiDaniel J. TancrediMeena GargRobert I. KoppelMera GoodmanWhitnee HoganNicole CresaliaStephan JuergensenErlinda ManaloSatyan LakshminrusimhaChen-Nee ChuahHeather SiefkesPublished in: EMBC (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning methods
- machine learning
- heart disease
- decision trees
- predictive accuracy
- learning problems
- random forests
- image analysis
- learning tasks
- machine learning approaches
- diabetic retinopathy
- patient specific
- input features
- machine learning models
- machine learning systems
- learning models
- standard machine learning algorithms
- statistical machine learning
- data sets
- classification rules
- coronary artery
- cardiovascular disease
- text classification
- text mining