Automatic heart and lung sounds classification using convolutional neural networks.
Qiyu ChenWeibin ZhangXiang TianXiaoxue ZhangShaoqiong ChenWenkang LeiPublished in: APSIPA (2016)
Keyphrases
- convolutional neural networks
- lung disease
- pattern recognition
- classification accuracy
- automatic classification
- support vector machine svm
- pattern classification
- class labels
- text classification
- image classification
- classification scheme
- wall motion
- feature space
- decision trees
- statistical classification
- classification models
- high resolution computed tomography
- fully automatic
- feature vectors
- feature selection
- classification method
- support vector machine
- lung nodules
- spectral features
- knn
- image analysis
- neural network