Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound.
Ankush D. JamthikarDeep GuptaLaura E. MantellaLuca SabaAmer M. JohriJasjit S. SuriPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- coronary artery disease
- ultrasound images
- machine learning
- prediction accuracy
- clinical setting
- cardiovascular disease
- feature selection
- carotid artery
- ensemble methods
- acute coronary syndrome
- myocardial perfusion
- ensemble classifier
- machine learning methods
- ensemble learning
- data analysis
- clinical diagnosis
- neural network
- machine learning algorithms
- knowledge representation
- support vector machine
- coronary artery
- long term
- decision trees
- diagnostic process
- computer vision
- databases