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.

Cumplido-Mayoral I, García-Prat M, Operto G, Falcon C, Shekari M, Cacciaglia R, Milà-Alomà M, Lorenzini L, Ingala S, Meije Wink A, Mutsaerts HJMM, Minguillón C, Fauria K, Molinuevo JL, Haller S, Chetelat G, Waldman A, Schwarz AJ, Barkhof F, Suridjan I, Kollmorgen G, Bayfield A, Zetterberg H, Blennow K, Suárez-Calvet M, Vilaplana V, Gispert JD, ALFA study, EPAD study, ADNI study, OASIS study

Open source

DOI: 10.7554/elife.81067
Published: 2023 Apr 17
Container: eLife
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.7554/elife.81067,
  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.},
  author = {Cumplido-Mayoral I and García-Prat M and Operto G and Falcon C and Shekari M and Cacciaglia R and Milà-Alomà M and Lorenzini L and Ingala S and Meije Wink A and Mutsaerts HJMM and Minguillón C and Fauria K and Molinuevo JL and Haller S and Chetelat G and Waldman A and Schwarz AJ and Barkhof F and Suridjan I and Kollmorgen G and Bayfield A and Zetterberg H and Blennow K and Suárez-Calvet M and Vilaplana V and Gispert JD and ALFA study and EPAD study and ADNI study and OASIS study},
  year = {2023},
  journal = {eLife},
  doi = {10.7554/elife.81067},
  url = {https://doi.org/10.7554/elife.81067}
}

RIS

TY  - JOUR
TI  - 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.
AU  - Cumplido-Mayoral I
AU  - García-Prat M
AU  - Operto G
AU  - Falcon C
AU  - Shekari M
AU  - Cacciaglia R
AU  - Milà-Alomà M
AU  - Lorenzini L
AU  - Ingala S
AU  - Meije Wink A
AU  - Mutsaerts HJMM
AU  - Minguillón C
AU  - Fauria K
AU  - Molinuevo JL
AU  - Haller S
AU  - Chetelat G
AU  - Waldman A
AU  - Schwarz AJ
AU  - Barkhof F
AU  - Suridjan I
AU  - Kollmorgen G
AU  - Bayfield A
AU  - Zetterberg H
AU  - Blennow K
AU  - Suárez-Calvet M
AU  - Vilaplana V
AU  - Gispert JD
AU  - ALFA study
AU  - EPAD study
AU  - ADNI study
AU  - OASIS study
PY  - 2023
JO  - eLife
DO  - 10.7554/elife.81067
UR  - https://doi.org/10.7554/elife.81067
ER  -

APA

I, C., M, G., G, O., C, F., M, S., R, C., M, M., L, L., S, I., A, M. W., HJMM, M., C, M., K, F., JL, M., S, H., G, C., A, W., AJ, S., F, B., I, S., G, K., A, B., H, Z., K, B., M, S., V, V., JD, G., study, A., study, E., study, A., & study, O. (2023). 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.. eLife. https://doi.org/10.7554/elife.81067

Source records

pubmed · retrieved 2026-09-26T04:10:48.877Z