Subcortical Brain Segmentation Based on a Novel Discriminative Dictionary Learning Method and Sparse Coding

Recently, many multi-atlas patch-based segmentation methods have been proposed and successfully implemented in various medical image applications. However, a precise segmentation of brain subcortical structures in a magnetic resonance image is still difficult since (1) brain MRI typically suffers lo...

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Bibliographic Details
Main Authors: Xiang Li, Ying Wei, Yunlong Zhou, Bin Hong
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8859292/