A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networks.
Sergio Varela-SantosPatricia MelinPublished in: Inf. Sci. (2021)
Keyphrases
- texture features
- x ray
- chest radiographs
- x ray images
- texture analysis
- texture classification
- gray level
- genome sequences
- texture images
- feature vectors
- feature extraction
- image features
- pattern recognition
- gabor filters
- medical imaging
- texture feature extraction
- local binary pattern
- three dimensional
- ct scans
- distance measure
- feature set
- lung nodules
- mixture of gaussian distributions
- sequence data
- discrete tomography
- image analysis
- feature selection
- data mining