A denoising autoencoder-enhanced ResNet 50 framework for explainable brain tumor classification using MRI.

Alelyani M, Alamri S, Alghamdi AJ, Alotaibi S, Faizo NL, Alshehri A, Alzaidi AA, Asiri AA, Baeshen A, Aldusary N, Alonazi B

Open source

DOI: 10.3389/fonc.2026.1806663
Published: 2026
Container: Frontiers in oncology
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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. 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:10.3389/fonc.2026.1806663,
  title = {A denoising autoencoder-enhanced ResNet 50 framework for explainable brain tumor classification using MRI.},
  author = {Alelyani M and Alamri S and Alghamdi AJ and Alotaibi S and Faizo NL and Alshehri A and Alzaidi AA and Asiri AA and Baeshen A and Aldusary N and Alonazi B},
  year = {2026},
  journal = {Frontiers in oncology},
  doi = {10.3389/fonc.2026.1806663},
  url = {https://doi.org/10.3389/fonc.2026.1806663}
}

RIS

TY  - JOUR
TI  - A denoising autoencoder-enhanced ResNet 50 framework for explainable brain tumor classification using MRI.
AU  - Alelyani M
AU  - Alamri S
AU  - Alghamdi AJ
AU  - Alotaibi S
AU  - Faizo NL
AU  - Alshehri A
AU  - Alzaidi AA
AU  - Asiri AA
AU  - Baeshen A
AU  - Aldusary N
AU  - Alonazi B
PY  - 2026
JO  - Frontiers in oncology
DO  - 10.3389/fonc.2026.1806663
UR  - https://doi.org/10.3389/fonc.2026.1806663
ER  -

APA

M, A., S, A., AJ, A., S, A., NL, F., A, A., AA, A., AA, A., A, B., N, A., & B, A. (2026). A denoising autoencoder-enhanced ResNet 50 framework for explainable brain tumor classification using MRI.. Frontiers in oncology. https://doi.org/10.3389/fonc.2026.1806663

Source records

pubmed · retrieved 2026-11-10T11:02:29.421Z
europe-pmc · retrieved 2026-11-10T11:02:29.418Z
doaj · retrieved 2026-11-10T11:02:29.412Z