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: CoRR (2023)
Keyphrases
- coronary artery disease
- deep learning
- clinical setting
- x ray
- coronary artery
- unsupervised learning
- computed tomography
- unsupervised feature learning
- computer vision
- machine learning
- image processing
- weakly supervised
- cardiovascular disease
- diagnostic process
- deep architectures
- computed tomography angiography
- imaging modalities
- computer aided
- ct scans
- mental models
- motion artifacts