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Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research

Diffusion MRI is a complex technique, where new discoveries and implementations occur at a fast pace. The expertise needed for data analyses and accurate and reproducible results is increasingly demanding and requires multidisciplinary collaborations. In the present work we introduce Reproducible Tr...

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Autores principales: Lerma-Usabiaga, Garikoitz, Liu, Mengxing, Paz-Alonso, Pedro M., Wandell, Brian A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097625/
https://www.ncbi.nlm.nih.gov/pubmed/37045891
http://dx.doi.org/10.1038/s41598-023-32924-7
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author Lerma-Usabiaga, Garikoitz
Liu, Mengxing
Paz-Alonso, Pedro M.
Wandell, Brian A.
author_facet Lerma-Usabiaga, Garikoitz
Liu, Mengxing
Paz-Alonso, Pedro M.
Wandell, Brian A.
author_sort Lerma-Usabiaga, Garikoitz
collection PubMed
description Diffusion MRI is a complex technique, where new discoveries and implementations occur at a fast pace. The expertise needed for data analyses and accurate and reproducible results is increasingly demanding and requires multidisciplinary collaborations. In the present work we introduce Reproducible Tract Profiles 2 (RTP2), a set of flexible and automated methods to analyze anatomical MRI and diffusion weighted imaging (DWI) data for reproducible tractography. RTP2 reads structural MRI data and processes them through a succession of serialized containerized analyses. We describe the DWI algorithms used to identify white-matter tracts and their summary metrics, the flexible architecture of the platform, and the tools to programmatically access and control the computations. The combination of these three components provides an easy-to-use automatized tool developed and tested over 20 years, to obtain usable and reliable state-of-the-art diffusion metrics at the individual and group levels for basic research and clinical practice.
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spelling pubmed-100976252023-04-14 Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research Lerma-Usabiaga, Garikoitz Liu, Mengxing Paz-Alonso, Pedro M. Wandell, Brian A. Sci Rep Article Diffusion MRI is a complex technique, where new discoveries and implementations occur at a fast pace. The expertise needed for data analyses and accurate and reproducible results is increasingly demanding and requires multidisciplinary collaborations. In the present work we introduce Reproducible Tract Profiles 2 (RTP2), a set of flexible and automated methods to analyze anatomical MRI and diffusion weighted imaging (DWI) data for reproducible tractography. RTP2 reads structural MRI data and processes them through a succession of serialized containerized analyses. We describe the DWI algorithms used to identify white-matter tracts and their summary metrics, the flexible architecture of the platform, and the tools to programmatically access and control the computations. The combination of these three components provides an easy-to-use automatized tool developed and tested over 20 years, to obtain usable and reliable state-of-the-art diffusion metrics at the individual and group levels for basic research and clinical practice. Nature Publishing Group UK 2023-04-12 /pmc/articles/PMC10097625/ /pubmed/37045891 http://dx.doi.org/10.1038/s41598-023-32924-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Lerma-Usabiaga, Garikoitz
Liu, Mengxing
Paz-Alonso, Pedro M.
Wandell, Brian A.
Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
title Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
title_full Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
title_fullStr Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
title_full_unstemmed Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
title_short Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
title_sort reproducible tract profiles 2 (rtp2) suite, from diffusion mri acquisition to clinical practice and research
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097625/
https://www.ncbi.nlm.nih.gov/pubmed/37045891
http://dx.doi.org/10.1038/s41598-023-32924-7
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