CAST: A multi-scale convolutional neural network based automated hippocampal subfield segmentation toolbox

CAST: A multi-scale convolutional neural network based automated hippocampal subfield segmentation toolbox

In this study, we developed a multi-scale Convolutional neural network based Automated hippocampal subfield Segmentation Toolbox (CAST) for automated segmentation of hippocampal subfields. Although training CAST required approximately three days on a single workstation with a high-quality GPU card,...

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Bibliographic Details
Main Authors: Zhengshi Yang, Xiaowei Zhuang, Virendra Mishra, Karthik Sreenivasan, Dietmar Cordes
Format: Article
Language:English
Published: Elsevier 2020-09-01
Series:NeuroImage
Subjects:
Hippocampal subfields
Automated segmentation
Convolutional neural network
Residual learning
Online Access:http://www.sciencedirect.com/science/article/pii/S105381192030433X

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http://www.sciencedirect.com/science/article/pii/S105381192030433X

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