Towards a 4D Spatio-Temporal Atlas of the Embryonic and Fetal Brain Using a Deep Learning Approach for Groupwise Image Registration.
Wietske A. P. BastiaansenMelek RousianRégine P. M. Steegers-TheunissenWiro J. NiessenAnton H. J. KoningStefan KleinPublished in: WBIR (2022)
Keyphrases
- deep learning
- image registration
- spatio temporal
- atlas construction
- groupwise registration
- mr images
- medical image analysis
- deformation field
- unsupervised learning
- anatomical structures
- medical imaging
- unsupervised feature learning
- mental models
- moving objects
- machine learning
- weakly supervised
- image sequences
- registration process
- deformable models
- image processing
- computer vision
- deep architectures
- data mining
- registration errors
- atlas based segmentation
- higher order
- registration accuracy
- accurate registration