A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT.
Md. Ashequr RahmanZitong YuBarry A. SiegelAbhinav K. JhaPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- deep learning
- myocardial perfusion
- denoising
- spect images
- coronary artery disease
- single photon emission computed tomography
- clinical setting
- unsupervised learning
- nonrigid registration
- image processing
- natural images
- total variation
- weakly supervised
- machine learning
- left ventricle
- diagnostic tool
- mental models
- magnetic resonance images
- computerized tomography
- left ventricular
- normal subjects
- coronary artery
- clinical data
- clinical practice
- medical imaging
- object detection
- image registration
- knowledge discovery
- active learning
- computer vision