Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images.
Shuo WangYang HuaYunyun CaoTao SongZhengui XueXiaoping GongGuanjie WangRuhui MaHaibing GuanPublished in: BIBM (2018)
Keyphrases
- ultrasound images
- carotid artery
- deep learning
- ultrasound imaging
- echocardiographic images
- medical ultrasound
- active contour segmentation
- speckle noise
- edge detection
- machine learning
- unsupervised learning
- speckle reduction
- region growing
- weakly supervised
- object segmentation
- mental models
- segmentation algorithm
- super resolution
- level set
- image segmentation
- image processing