COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models.
Xiaohong GaoYu QianAlice GaoPublished in: CoRR (2021)
Keyphrases
- image classification
- three dimensional
- computerized tomography
- x ray
- image database
- lung nodules
- classification models
- image analysis
- low dose
- input image
- medical images
- image data
- ground truth
- mri images
- region of interest
- ct images
- edge detection
- support vector machine
- image slices
- computer vision
- chest radiographs
- computer tomography
- feature vectors
- object recognition
- image registration
- training set
- lymph nodes
- thematic mapper
- support vector
- computed tomography
- image retrieval
- image reconstruction
- model selection
- classification accuracy
- image features
- dual energy
- head images
- lung disease
- pigmented skin lesions
- deformable registration
- clinical applications
- remote sensing
- text classification
- feature space
- decision trees
- image processing