DeepBrainSeg: Automated Brain Region Segmentation for Micro-Optical Images With a Convolutional Neural Network

DeepBrainSeg: Automated Brain Region Segmentation for Micro-Optical Images With a Convolutional Neural Network

The segmentation of brain region contours in three dimensions is critical for the analysis of different brain structures, and advanced approaches are emerging continuously within the field of neurosciences. With the development of high-resolution micro-optical imaging, whole-brain images can be acqu...

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Bibliographic Details
Main Authors: Chaozhen Tan, Yue Guan, Zhao Feng, Hong Ni, Zoutao Zhang, Zhiguang Wang, Xiangning Li, Jing Yuan, Hui Gong, Qingming Luo, Anan Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Neuroscience
Subjects:
automated segmentation
brain regions
convolutional neural networks
image registration
domain-condition constraints
micro-optical images
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00179/full

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https://www.frontiersin.org/article/10.3389/fnins.2020.00179/full

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