A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT.
Md Ashequr RahmanZitong YuBarry A. SiegelAbhinav K. JhaPublished in: CoRR (2023)
Keyphrases
- deep learning
- myocardial perfusion
- denoising
- spect images
- single photon emission computed tomography
- coronary artery disease
- clinical setting
- unsupervised learning
- nonrigid registration
- natural images
- total variation
- left ventricle
- machine learning
- image processing
- weakly supervised
- computerized tomography
- left ventricular
- diagnostic tool
- mental models
- magnetic resonance images
- clinical practice
- normal subjects
- cardiovascular disease
- mr images
- higher order
- image registration
- image data
- learning algorithm