Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study).
- DOI
- 10.1148/ryai.240619
- Published
- 2026 Mar
- Container
- Radiology. Artificial intelligence
- 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1148/ryai.240619,
title = {Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study).},
author = {Wood DA and Guilhem E and Kafiabadi S and Al Busaidi A and Dissanayake K and Hammam A and Mansoor N and Townend M and Agarwal S and Wei Y and Mazumder A and Barker GJ and Sasieni P and Ourselin S and Cole JH and Nair N and Geetha A and Onyekwuluje C and Dineen R and Dhillon P and Costigan C and Fatania K and Igra M and Nichols R and Saada J and Juette A and Barbara RR and Spohr H and Booth TC and MIDI Consortium Group},
year = {2026},
journal = {Radiology. Artificial intelligence},
doi = {10.1148/ryai.240619},
url = {https://doi.org/10.1148/ryai.240619}
}RIS
TY - JOUR TI - Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study). AU - Wood DA AU - Guilhem E AU - Kafiabadi S AU - Al Busaidi A AU - Dissanayake K AU - Hammam A AU - Mansoor N AU - Townend M AU - Agarwal S AU - Wei Y AU - Mazumder A AU - Barker GJ AU - Sasieni P AU - Ourselin S AU - Cole JH AU - Nair N AU - Geetha A AU - Onyekwuluje C AU - Dineen R AU - Dhillon P AU - Costigan C AU - Fatania K AU - Igra M AU - Nichols R AU - Saada J AU - Juette A AU - Barbara RR AU - Spohr H AU - Booth TC AU - MIDI Consortium Group PY - 2026 JO - Radiology. Artificial intelligence DO - 10.1148/ryai.240619 UR - https://doi.org/10.1148/ryai.240619 ER -
APA
DA, W., E, G., S, K., A, A. B., K, D., A, H., N, M., M, T., S, A., Y, W., A, M., GJ, B., P, S., S, O., JH, C., N, N., A, G., C, O., R, D., P, D., C, C., K, F., M, I., R, N., J, S., A, J., RR, B., H, S., TC, B., & Group, M. C. (2026). Self-Supervised Text-Vision Alignment for Automated Brain MRI Abnormality Detection: A Multicenter Study (ALIGN Study).. Radiology. Artificial intelligence. https://doi.org/10.1148/ryai.240619
Source records
- pubmed · retrieved 2026-09-26T00:56:34.064Z