Classification of lung sounds using convolutional neural networks.
Murat AykanatÖzkan KiliçBahar KurtSevgi SaryalPublished in: EURASIP J. Image Video Process. (2017)
Keyphrases
- lung disease
- convolutional neural networks
- classification accuracy
- machine learning
- pattern recognition
- training samples
- text classification
- classification algorithm
- classification method
- image classification
- pattern classification
- support vector machine
- classification systems
- feature space
- preprocessing
- support vector
- high resolution computed tomography
- model selection
- benchmark datasets
- supervised learning
- feature vectors
- feature extraction
- decision trees
- class labels
- machine learning methods
- classification models
- computed tomography
- automatic classification
- multiresolution