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Multi sequence average templates for aging and neurodegenerative disease populations

Magnetic resonance image (MRI) processing pipelines use average templates to enable standardization of individual MRIs in a common space. MNI-ICBM152 is currently used as the standard template by most MRI processing tools. However, MNI-ICBM152 represents an average of 152 healthy young adult brains...

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Autores principales: Dadar, Mahsa, Camicioli, Richard, Duchesne, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142602/
https://www.ncbi.nlm.nih.gov/pubmed/35624290
http://dx.doi.org/10.1038/s41597-022-01341-2
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author Dadar, Mahsa
Camicioli, Richard
Duchesne, Simon
author_facet Dadar, Mahsa
Camicioli, Richard
Duchesne, Simon
author_sort Dadar, Mahsa
collection PubMed
description Magnetic resonance image (MRI) processing pipelines use average templates to enable standardization of individual MRIs in a common space. MNI-ICBM152 is currently used as the standard template by most MRI processing tools. However, MNI-ICBM152 represents an average of 152 healthy young adult brains and is vastly different from brains of patients with neurodegenerative diseases. In those populations, extensive atrophy might cause inevitable registration errors when using an average template of young healthy individuals for standardization. Disease-specific templates that represent the anatomical characteristics of the populations can reduce such errors and improve downstream driven estimates. We present multi-sequence average templates for Alzheimer’s Dementia (AD), Fronto-temporal Dementia (FTD), Lewy Body Dementia (LBD), Mild Cognitive Impairment (MCI), cognitively intact and impaired Parkinson’s Disease patients (PD-CIE and PD-CI, respectively), individuals with Subjective Cognitive Impairment (SCI), AD with vascular contribution (V-AD), Vascular Mild Cognitive Impairment (V-MCI), Cognitively Intact Elderly (CIE) individuals, and a human phantom. We also provide separate templates for males and females to allow better representation of the diseases in each sex group.
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spelling pubmed-91426022022-05-29 Multi sequence average templates for aging and neurodegenerative disease populations Dadar, Mahsa Camicioli, Richard Duchesne, Simon Sci Data Data Descriptor Magnetic resonance image (MRI) processing pipelines use average templates to enable standardization of individual MRIs in a common space. MNI-ICBM152 is currently used as the standard template by most MRI processing tools. However, MNI-ICBM152 represents an average of 152 healthy young adult brains and is vastly different from brains of patients with neurodegenerative diseases. In those populations, extensive atrophy might cause inevitable registration errors when using an average template of young healthy individuals for standardization. Disease-specific templates that represent the anatomical characteristics of the populations can reduce such errors and improve downstream driven estimates. We present multi-sequence average templates for Alzheimer’s Dementia (AD), Fronto-temporal Dementia (FTD), Lewy Body Dementia (LBD), Mild Cognitive Impairment (MCI), cognitively intact and impaired Parkinson’s Disease patients (PD-CIE and PD-CI, respectively), individuals with Subjective Cognitive Impairment (SCI), AD with vascular contribution (V-AD), Vascular Mild Cognitive Impairment (V-MCI), Cognitively Intact Elderly (CIE) individuals, and a human phantom. We also provide separate templates for males and females to allow better representation of the diseases in each sex group. Nature Publishing Group UK 2022-05-27 /pmc/articles/PMC9142602/ /pubmed/35624290 http://dx.doi.org/10.1038/s41597-022-01341-2 Text en © The Author(s) 2022 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Dadar, Mahsa
Camicioli, Richard
Duchesne, Simon
Multi sequence average templates for aging and neurodegenerative disease populations
title Multi sequence average templates for aging and neurodegenerative disease populations
title_full Multi sequence average templates for aging and neurodegenerative disease populations
title_fullStr Multi sequence average templates for aging and neurodegenerative disease populations
title_full_unstemmed Multi sequence average templates for aging and neurodegenerative disease populations
title_short Multi sequence average templates for aging and neurodegenerative disease populations
title_sort multi sequence average templates for aging and neurodegenerative disease populations
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142602/
https://www.ncbi.nlm.nih.gov/pubmed/35624290
http://dx.doi.org/10.1038/s41597-022-01341-2
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