Machine learning-based classification of cardiac diseases from PCG recorded heart sounds.
Anjali YadavAnushikha SinghMalay Kishore DuttaCarlos M. TraviesoPublished in: Neural Comput. Appl. (2020)
Keyphrases
- machine learning
- wall motion
- pattern recognition
- machine learning methods
- supervised machine learning
- supervised classification
- decision trees
- cardiovascular disease
- classification accuracy
- feature selection
- supervised learning
- text classification
- image classification
- machine learning algorithms
- feature extraction
- machine learning approaches
- cardiac mri
- text mining
- support vector
- left ventricle
- support vector machine
- image analysis
- classification method
- left ventricular
- cardiac motion estimation
- support vector machine svm
- model selection
- patient specific
- cardiac motion
- clinically relevant
- natural language processing
- information extraction
- training set