Explainable vision transformer framework for breast lesion classification with Grad-CAM support.
- DOI
- 10.1186/s40644-026-01097-7
- Published
- 2026-07-30
- Container
- Cancer Imaging
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
uncertain Score 53/100 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.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- 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:10.1186/s40644-026-01097-7,
title = {Explainable vision transformer framework for breast lesion classification with Grad-CAM support.},
author = {Kumar A and Khan M and Mittal G and Husain I and Shukla S and Ali SA and Sayal A and Jha J and Ziar RA.},
year = {2026},
journal = {Cancer Imaging},
doi = {10.1186/s40644-026-01097-7},
url = {https://doi.org/10.1186/s40644-026-01097-7}
}RIS
TY - JOUR TI - Explainable vision transformer framework for breast lesion classification with Grad-CAM support. AU - Kumar A AU - Khan M AU - Mittal G AU - Husain I AU - Shukla S AU - Ali SA AU - Sayal A AU - Jha J AU - Ziar RA. PY - 2026 JO - Cancer Imaging DO - 10.1186/s40644-026-01097-7 UR - https://doi.org/10.1186/s40644-026-01097-7 ER -
APA
A, K., M, K., G, M., I, H., S, S., SA, A., A, S., J, J., & RA., Z. (2026). Explainable vision transformer framework for breast lesion classification with Grad-CAM support.. Cancer Imaging. https://doi.org/10.1186/s40644-026-01097-7
Source records
- europe-pmc · retrieved 2026-11-10T12:24:57.264Z
- doaj · retrieved 2026-11-10T12:24:57.253Z