Classification of COVID-19 from chest x-ray images using deep features and correlation coefficient.
Rahul KumarRidhi AroraVipul BansalVinodh J. SahayasheelaHimanshu BuckchashJaved ImranNarayanan NarayananGanesh Namasivayam PandianBalasubramanian RamanPublished in: Multim. Tools Appl. (2022)
Keyphrases
- x ray images
- correlation coefficient
- x ray
- lung nodules
- classification accuracy
- feature vectors
- feature set
- feature extraction
- medical images
- feature space
- computer aided surgery
- standard deviation
- single view
- feature selection
- clinical data sets
- tomographic images
- support vector
- information gain
- pattern recognition
- machine learning
- principal components
- multi view
- chest radiographs
- dual energy
- decision trees
- support vector machine svm
- model selection
- feature subset
- text classification
- active learning
- root mean squared error
- stepwise regression