Factorisation-Based Image Labelling

• Published in: Frontiers in neuroscience Vol. 15; p. 818604
• Main Authors: Yan, Yu, Balbastre, Yaël, Brudfors, Mikael, Ashburner, John
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Research Foundation 17.01.2022; Frontiers Media S.A
• Subjects: Algorithms; Automation; Image processing; label propagation; Labeling; latent variables; machine learning; Magnetic resonance imaging; Neural networks; Neuroimaging; Neuroscience; Pattern recognition; Propagation; Registration; Segmentation; variational bayes; label propagation; latent variables; machine learning; atlas; variational bayes

Segmentation of brain magnetic resonance images (MRI) into anatomical regions is a useful task in neuroimaging. Manual annotation is time consuming and expensive, so having a fully automated and general purpose brain segmentation algorithm is highly desirable. To this end, we propose a patched-based...