Towards Segmentation and Spatial Alignment of the Human Embryonic Brain Using Deep Learning for Atlas-Based Registration.
Wietske A. P. BastiaansenMelek RousianRégine P. M. Steegers-TheunissenWiro J. NiessenAnton H. J. KoningStefan KleinPublished in: WBIR (2020)
Keyphrases
- deep learning
- atlas based segmentation
- probabilistic atlas
- segmentation method
- brain structures
- brain segmentation
- mr images
- medical images
- medical image analysis
- unsupervised learning
- atlas construction
- deformation field
- spatial information
- level set
- unsupervised feature learning
- multiscale
- machine learning
- image registration
- segmentation algorithm
- image segmentation
- magnetic resonance images
- mental models
- weakly supervised
- feature extraction
- registration accuracy
- shape prior
- object segmentation
- object recognition
- image processing