Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning.
Linde S. HesseMoska AliasiFelipe MoserMonique C. HaakWeidi XieMark JenkinsonAna I. L. NamburetePublished in: NeuroImage (2022)
Keyphrases
- deep learning
- unsupervised learning
- image segmentation
- segmentation algorithm
- machine learning
- brain structures
- segmentation method
- medical images
- weakly supervised
- mr images
- fetal brain
- image analysis
- mental models
- energy function
- level set
- pattern recognition
- shape prior
- segmentation accuracy
- multiscale
- ground truth
- medical imaging
- graph cuts
- higher order