Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound.
Hongxu YangCaifeng ShanAlexander F. KolenPeter H. N. de WithPublished in: CoRR (2020)
Keyphrases
- weakly supervised learning
- weakly supervised
- ultrasound images
- segmentation method
- segmentation algorithm
- level set
- multiscale
- carotid artery
- object detection
- image segmentation
- multiple instance learning
- shape prior
- object class
- energy function
- medical images
- object segmentation
- robust classification
- multi view learning
- learning algorithm
- training set
- pairwise
- semi supervised