Deep learning with ultrasound physics for fetal skull segmentation.
Juan J. CerrolazaMatthew SinclairYuanwei LiAlberto GómezEnzo FerranteJacqueline MatthewChandni GuptaCaroline L. KnightDaniel RueckertPublished in: ISBI (2018)
Keyphrases
- deep learning
- ultrasound images
- unsupervised feature learning
- carotid artery
- machine learning
- segmentation algorithm
- unsupervised learning
- segmentation method
- image segmentation
- deep architectures
- mid sagittal plane
- object segmentation
- medical images
- multiscale
- ct images
- shape prior
- level set
- graph cuts
- weakly supervised
- image features
- image processing
- computer vision