Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort...
Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex
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Author / Creator
Cumplido-Mayoral, Irene , García-Prat, Marina , Operto, Grégory , Falcon, Carles , Shekari, Mahnaz , Cacciaglia, Raffaele , Milà-Alomà, Marta , Lorenzini, Luigi , Ingala, Silvia , Meije Wink, Alle , Mutsaerts, Henk J M M , Minguillón, Carolina , Fauria, Karine , Molinuevo, José Luis , Haller, Sven , Chetelat, Gael , Waldman, Adam , Schwarz, Adam J , Barkhof, Frederik , Suridjan, Ivonne , Kollmorgen, Gwendlyn , Bayfield, Anna , Zetterberg, Henrik , Blennow, Kaj , Suárez-Calvet, Marc , Vilaplana, Verónica , Gispert, Juan Domingo , ALFA study , EPAD study , ADNI study and OASIS study
Publisher
England: eLife Sciences Publications Ltd
Journal title
Language
English
Formats
Publication information
Publisher
England: eLife Sciences Publications Ltd
Subjects
More information
Scope and Contents
Contents
Brain-age can be inferred from structural neuroimaging and compared to chronological age (brain-age delta) as a marker of biological brain aging. Accelerated aging has been found in neurodegenerative disorders like Alzheimer's disease (AD), but its validation against markers of neurodegeneration and AD is lacking. Here, imaging-derived measures fro...
Alternative Titles
Full title
Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex
Authors, Artists and Contributors
Author / Creator
García-Prat, Marina
Operto, Grégory
Falcon, Carles
Shekari, Mahnaz
Cacciaglia, Raffaele
Milà-Alomà, Marta
Lorenzini, Luigi
Ingala, Silvia
Meije Wink, Alle
Mutsaerts, Henk J M M
Minguillón, Carolina
Fauria, Karine
Molinuevo, José Luis
Haller, Sven
Chetelat, Gael
Waldman, Adam
Schwarz, Adam J
Barkhof, Frederik
Suridjan, Ivonne
Kollmorgen, Gwendlyn
Bayfield, Anna
Zetterberg, Henrik
Blennow, Kaj
Suárez-Calvet, Marc
Vilaplana, Verónica
Gispert, Juan Domingo
ALFA study
EPAD study
ADNI study
OASIS study
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_b683f8da68144da784893d350bcd6b16
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b683f8da68144da784893d350bcd6b16
Other Identifiers
ISSN
2050-084X
E-ISSN
2050-084X
DOI
10.7554/eLife.81067
