Hippocampal subfields segmentation in brain MR images using generative adversarial networks

Hippocampal subfields segmentation in brain MR images using generative adversarial networks

Abstract Background Segmenting the hippocampal subfields accurately from brain magnetic resonance (MR) images is a challenging task in medical image analysis. Due to the small structural size and the morphological complexity of the hippocampal subfields, the traditional segmentation methods are hard...

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Bibliographic Details
Main Authors: Yonggang Shi, Kun Cheng, Zhiwen Liu
Format: Article
Language:English
Published: BMC 2019-01-01
Series:BioMedical Engineering OnLine
Subjects:
Hippocampal subfields segmentation
Generative adversarial networks
Semantic segmentation
Fully convolution networks (FCNs)
UG-net
Online Access:http://link.springer.com/article/10.1186/s12938-019-0623-8

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http://link.springer.com/article/10.1186/s12938-019-0623-8

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