Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Jayalakshmi MangalagiriJones Sam SugumarSumeet MenonDavid ChapmanYaacov YeshaAryya GangopadhyayYelena YeshaPhuong NguyenPublished in: IEEE BigData (2021)
Keyphrases
- texture features
- linear discriminant classifier
- ct scans
- deep learning
- textural features
- feature vectors
- x ray
- ct images
- texture feature extraction
- computed tomography
- feature set
- gray level
- feature extraction
- feature selection
- feature space
- unsupervised learning
- gabor filters
- distance measure
- gray level co occurrence matrix
- lung nodules
- computer aided diagnosis
- image features
- image classification
- region of interest
- mental models
- medical images
- pattern recognition
- medical imaging
- classification accuracy
- supervised learning
- co occurrence
- image reconstruction
- training set
- matching algorithm
- visual features
- similarity measure
- image processing
- text classification
- machine learning