A novel heart-mobile interface for detection and classification of heart sounds.
Shanti R. ThiyagarajaRam DantuPradhumna L. ShresthaAnurag ChitnisMark A. ThompsonPruthvi T. AnumandlaTom SarmaSiva DantuPublished in: Biomed. Signal Process. Control. (2018)
Keyphrases
- beat classification
- mit bih arrhythmia database
- pattern recognition
- mobile phone
- pattern classification
- ecg signals
- wall motion
- microcalcification clusters
- feature extraction
- feature vectors
- classification accuracy
- object detection
- classification models
- text classification
- automatic detection
- left ventricle
- sound signals
- machine learning
- class labels
- feature space
- supervised learning
- user interface
- neural network
- feature selection
- support vector
- preprocessing
- mammogram images
- robust detection
- feature extraction and classification
- face detection
- classification scheme
- medical images
- mobile applications
- image classification
- detection method
- false positives