Comparison of Convolutional Neural Networks and Transformers for the Classification of Images of COVID-19, Pneumonia and Healthy Individuals as Observed with Computed Tomography.
Azucena Ascencio-CabralConstantino Carlos Reyes-AldasoroPublished in: J. Imaging (2022)
Keyphrases
- computed tomography
- three dimensional
- ct images
- image data
- low dose
- medical images
- lung nodules
- convolutional neural networks
- ct scans
- medical imaging
- input image
- convolutional network
- cone beam ct
- region of interest
- image reconstruction
- image analysis
- machine learning
- ground truth
- pattern recognition
- feature extraction
- lymph nodes
- fully automatic
- contrast enhanced
- motion artifacts
- computed tomography scans
- ct data
- segmentation algorithm
- image segmentation