A Machine Learning Approach to Heart Murmur Detection and Classification.
Alisa D. LevinAnthony RagazziSkyler L. SzotTaikang NingPublished in: CISP-BMEI (2020)
Keyphrases
- pattern recognition
- feature extraction
- detection algorithm
- decision trees
- classification method
- classification accuracy
- false positives
- classification systems
- pattern classification
- supervised learning
- text classification
- machine learning
- microcalcification clusters
- support vector machine classifier
- decision rules
- detection method
- support vector machine svm
- training set
- data sets
- support vector
- robust detection
- feature extraction and classification
- classification process
- feature space
- automatic classification
- automatic detection
- machine learning methods
- image classification
- event detection
- classification rules
- classification rate
- active learning
- object detection
- machine learning algorithms
- wall motion
- beat classification
- training samples