Cross-granularity multi-task network for ischemia diagnosis and defect detection in the myocardial perfusion imaging.
Jianan WeiPei YangYong PiHuawei CaiLisha JiangYongzhao XiangZhen ZhaoZhang YiPublished in: Knowl. Based Syst. (2022)
Keyphrases
- myocardial perfusion
- spect images
- multi task
- defect detection
- coronary artery disease
- clinical setting
- single photon emission computed tomography
- nonrigid registration
- learning tasks
- left ventricle
- computerized tomography
- diagnostic process
- cardiovascular disease
- normal subjects
- diagnostic tool
- clinical data
- magnetic resonance images
- medical diagnosis
- left ventricular
- feature selection
- mr images
- multi class
- early diagnosis
- clinical practice
- learning problems
- text mining
- reinforcement learning
- feature extraction
- machine learning