Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI.
Yirong ZhouChengyan WangMengtian LuKunyuan GuoZi WangDan RuanRui GuoPeijun ZhaoJianhua WangNaiming WuJianzhong LinYinyin ChenHang JinLianxin XieLilan WuLiuhong ZhuJianjun ZhouCongbo CaiHe WangXiaobo QuPublished in: CoRR (2024)
Keyphrases
- deep learning
- medical images
- accurate segmentation
- acute myocardial infarction
- machine learning
- mr images
- segmentation algorithm
- magnetic resonance imaging
- mri images
- unsupervised learning
- image segmentation
- unsupervised feature learning
- medical imaging
- automatic segmentation
- segmentation method
- manual segmentation
- level set
- fully automatic
- mental models
- weakly supervised
- mri data
- computer vision
- short axis
- object segmentation
- multiscale
- magnetic resonance images
- deformable models
- knowledge base
- test images
- energy function
- left ventricular
- carotid artery
- domain specific