DEMIST: A deep-learning-based task-specific denoising approach for myocardial perfusion SPECT.
Md Ashequr RahmanZitong YuCraig K. AbbeyBarry A. SiegelAbhinav K. JhaPublished in: CoRR (2023)
Keyphrases
- deep learning
- myocardial perfusion
- denoising
- spect images
- coronary artery disease
- single photon emission computed tomography
- clinical setting
- unsupervised learning
- left ventricle
- machine learning
- nonrigid registration
- image processing
- total variation
- natural images
- magnetic resonance images
- computerized tomography
- left ventricular
- diagnostic tool
- mental models
- clinical data
- weakly supervised
- clinical practice
- normal subjects
- computer aided diagnosis
- brain imaging
- diagnostic process
- fully automatic
- medical images