An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms.
Edson Damasceno CarvalhoRomuere R. V. SilvaFlávio H. D. AraújoRicardo de A. L. RabeloAntônio Oséas de Carvalho FilhoPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- ct scans
- classification accuracy
- feature vectors
- feature set
- feature extraction
- classification models
- genetic algorithm
- feature space
- svm classifier
- computer aided detection
- extracted features
- classification method
- class labels
- pattern recognition
- ct images
- computer aided diagnosis
- lung nodules
- machine learning
- support vector
- feature selection
- feature subset
- video sequences
- computed tomography
- neural network
- x ray
- text classification
- medical images
- support vector machine
- region of interest
- three dimensional
- image processing
- computer vision