Brain Deformable Registration Using Global and Local Label-Driven Deep Regression Learning in the First Year of Life

Accurate medical image registration is highly important for the quantitative analysis of infant brain dynamic development in the first year of life. However, the deformable registration of infant brain magnetic resonance (MR) images is highly challenging for the following two reasons: First, there a...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Shunbo Hu, Lintao Zhang, Guoqiang Li, Mingtao Liu, Deqian Fu, Wenyin Zhang
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Subjects:	Infant brain MR images deformable registration label-driven learning
Online Access:	https://ieeexplore.ieee.org/document/8920023/