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: CoRR (2020)
Keyphrases
- deep learning
- atlas based segmentation
- probabilistic atlas
- segmentation method
- brain structures
- brain segmentation
- mr images
- unsupervised learning
- medical image analysis
- image registration
- unsupervised feature learning
- atlas construction
- spatial information
- image segmentation
- machine learning
- deformation field
- level set
- segmentation algorithm
- registration accuracy
- shape prior
- medical imaging
- medical images
- mental models
- natural images
- higher order
- multiscale
- energy function
- learning algorithm
- active learning
- reinforcement learning