Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images.
Hao ChenYefeng ZhengJin Hyeong ParkPheng-Ann HengShaohua Kevin ZhouPublished in: MICCAI (2) (2016)
Keyphrases
- ultrasound images
- deep learning
- multi domain
- anatomical structures
- medical ultrasound
- carotid artery
- ultrasound imaging
- medical images
- medical imaging
- edge detection
- unsupervised learning
- level set
- cross domain
- shape model
- domain specific
- object detection
- image segmentation
- imaging modalities
- machine learning
- shape prior
- multiscale
- bounding box
- shape analysis
- magnetic resonance images
- deformable models
- image analysis
- data mining
- fully automatic
- mental models
- energy function
- model selection