CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: A clinically-inspired deep learning pipeline.
Alessia GerbasiArianna DagliatiGiuseppe AlbiMattia ChiesaDaniele AndreiniAndrea BaggianoSaima MushtaqGianluca PontoneRiccardo BellazziGualtiero ColomboPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- coronary artery disease
- deep learning
- clinical setting
- coronary artery
- x ray
- computed tomography
- unsupervised learning
- unsupervised feature learning
- ct images
- computer vision
- machine learning
- cardiovascular disease
- cross section
- computed tomography angiography
- weakly supervised
- medical imaging
- deep architectures
- diagnostic process
- image processing
- ct scans
- mental models
- motion artifacts
- d objects