A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images.
Fubao ZhuJinyu ZhaoChen ZhaoShaojie TangJiaofen NanYanting LiZhongqiang ZhaoJianzhou ShiZenghong ChenZhixin JiangWeihua ZhouPublished in: CoRR (2022)
Keyphrases
- spect images
- segmentation method
- shape prior
- energy function
- fully automatic
- segmentation algorithm
- left ventricular
- level set
- prior information
- computerized tomography
- graph cuts
- synthetic data
- diagnostic tool
- prior knowledge
- machine learning
- computer aided
- image segmentation
- energy functional
- mri data
- image processing