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Overview
- spect images
- convolutional network
- myocardial perfusion
- ct scans
- risk assessment
Publications
AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging.
npj Digit. Medicine
Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networks.
Medical Imaging: Image Processing
Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT.
Medical Imaging: Image Processing
Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction.
Medical Imaging: Image Processing
Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging.
npj Digit. Medicine
Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography.
Medical Imaging: Image Processing