Concept-Based Explainable AI in Retinal Imaging: Core Concepts, Techniques, and Challenges.

Mollapour Papkyadeh M, Aslansefat K, Kumar Mishra B, Shah T, Mian Z, Hosseinalizadeh M

DOI: 10.1007/s10278-026-02391-3
Published: 2026 Oct 13
Container: Journal of imaging informatics in medicine
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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:10.1007/s10278-026-02391-3,
  title = {Concept-Based Explainable AI in Retinal Imaging: Core Concepts, Techniques, and Challenges.},
  author = {Mollapour Papkyadeh M and Aslansefat K and Kumar Mishra B and Shah T and Mian Z and Hosseinalizadeh M},
  year = {2026},
  journal = {Journal of imaging informatics in medicine},
  doi = {10.1007/s10278-026-02391-3},
  url = {https://doi.org/10.1007/s10278-026-02391-3}
}

RIS

TY  - JOUR
TI  - Concept-Based Explainable AI in Retinal Imaging: Core Concepts, Techniques, and Challenges.
AU  - Mollapour Papkyadeh M
AU  - Aslansefat K
AU  - Kumar Mishra B
AU  - Shah T
AU  - Mian Z
AU  - Hosseinalizadeh M
PY  - 2026
JO  - Journal of imaging informatics in medicine
DO  - 10.1007/s10278-026-02391-3
UR  - https://doi.org/10.1007/s10278-026-02391-3
ER  -

APA

M, M. P., K, A., B, K. M., T, S., Z, M., & M, H. (2026). Concept-Based Explainable AI in Retinal Imaging: Core Concepts, Techniques, and Challenges.. Journal of imaging informatics in medicine. https://doi.org/10.1007/s10278-026-02391-3

Source records

pubmed · retrieved 2026-11-10T12:05:07.773Z