3D Deeply-Supervised U-Net Based Whole Heart Segmentation.
Qianqian TongMunan NingWeixin SiXiangyun LiaoJing QinPublished in: STACOM@MICCAI (2017)
Keyphrases
- cardiac mri
- image segmentation
- segmentation accuracy
- segmentation algorithm
- fully unsupervised
- learning algorithm
- object segmentation
- medical images
- segmentation method
- level set
- shape prior
- multiscale
- image regions
- brain mri
- echocardiographic images
- machine learning
- fully automatic
- segmented images
- ground truth
- cardiac magnetic resonance
- feature selection
- segmentation errors
- image analysis
- markov random field
- region growing
- object detection
- unsupervised learning
- edge detection