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BRANT: A Versatile and Extendable Resting-State fMRI Toolkit

Data processing toolboxes for resting-state functional MRI (rs-fMRI) have provided us with a variety of functions and user friendly graphic user interfaces (GUIs). However, many toolboxes only cover a certain range of functions, and use exclusively designed GUIs. To facilitate data processing and al...

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Autores principales: Xu, Kaibin, Liu, Yong, Zhan, Yafeng, Ren, Jiaji, Jiang, Tianzi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6129764/
https://www.ncbi.nlm.nih.gov/pubmed/30233348
http://dx.doi.org/10.3389/fninf.2018.00052
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author Xu, Kaibin
Liu, Yong
Zhan, Yafeng
Ren, Jiaji
Jiang, Tianzi
author_facet Xu, Kaibin
Liu, Yong
Zhan, Yafeng
Ren, Jiaji
Jiang, Tianzi
author_sort Xu, Kaibin
collection PubMed
description Data processing toolboxes for resting-state functional MRI (rs-fMRI) have provided us with a variety of functions and user friendly graphic user interfaces (GUIs). However, many toolboxes only cover a certain range of functions, and use exclusively designed GUIs. To facilitate data processing and alleviate the burden of manually drawing GUIs, we have developed a versatile and extendable MATLAB-based toolbox, BRANT (BRAinNetome fmri Toolkit), with a wide range of rs-fMRI data processing functions and code-generated GUIs. During the implementation, we have also empowered the toolbox with parallel computing techniques, efficient file handling methods for compressed file format, and one-line scripting. In BRANT, users can find rs-fMRI batch processing functions for preprocessing, brain spontaneous activity analysis, functional connectivity analysis, complex network analysis, statistical analysis, and results visualization, while developers can quickly publish scripts with code-generated GUIs.
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spelling pubmed-61297642018-09-19 BRANT: A Versatile and Extendable Resting-State fMRI Toolkit Xu, Kaibin Liu, Yong Zhan, Yafeng Ren, Jiaji Jiang, Tianzi Front Neuroinform Neuroscience Data processing toolboxes for resting-state functional MRI (rs-fMRI) have provided us with a variety of functions and user friendly graphic user interfaces (GUIs). However, many toolboxes only cover a certain range of functions, and use exclusively designed GUIs. To facilitate data processing and alleviate the burden of manually drawing GUIs, we have developed a versatile and extendable MATLAB-based toolbox, BRANT (BRAinNetome fmri Toolkit), with a wide range of rs-fMRI data processing functions and code-generated GUIs. During the implementation, we have also empowered the toolbox with parallel computing techniques, efficient file handling methods for compressed file format, and one-line scripting. In BRANT, users can find rs-fMRI batch processing functions for preprocessing, brain spontaneous activity analysis, functional connectivity analysis, complex network analysis, statistical analysis, and results visualization, while developers can quickly publish scripts with code-generated GUIs. Frontiers Media S.A. 2018-09-03 /pmc/articles/PMC6129764/ /pubmed/30233348 http://dx.doi.org/10.3389/fninf.2018.00052 Text en Copyright © 2018 Xu, Liu, Zhan, Ren and Jiang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Xu, Kaibin
Liu, Yong
Zhan, Yafeng
Ren, Jiaji
Jiang, Tianzi
BRANT: A Versatile and Extendable Resting-State fMRI Toolkit
title BRANT: A Versatile and Extendable Resting-State fMRI Toolkit
title_full BRANT: A Versatile and Extendable Resting-State fMRI Toolkit
title_fullStr BRANT: A Versatile and Extendable Resting-State fMRI Toolkit
title_full_unstemmed BRANT: A Versatile and Extendable Resting-State fMRI Toolkit
title_short BRANT: A Versatile and Extendable Resting-State fMRI Toolkit
title_sort brant: a versatile and extendable resting-state fmri toolkit
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6129764/
https://www.ncbi.nlm.nih.gov/pubmed/30233348
http://dx.doi.org/10.3389/fninf.2018.00052
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