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: CoRR (2016)
Keyphrases
- ultrasound images
- deep learning
- multi domain
- anatomical structures
- medical ultrasound
- medical images
- ultrasound imaging
- carotid artery
- medical imaging
- edge detection
- cross domain
- domain specific
- unsupervised learning
- machine learning
- object detection
- level set
- segmentation method
- object segmentation
- image segmentation
- image analysis
- multiscale
- imaging modalities
- mental models
- fully automatic
- shape model
- bounding box
- segmentation algorithm
- computer vision
- magnetic resonance images
- weakly supervised
- shape prior
- deformable models
- prior knowledge