Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!

Chouvarda I, Colantonio S, Verde ASC, Jimenez-Pastor A, Cerdá-Alberich L, Metz Y, Zacharias L, Nabhani-Gebara S, Bobowicz M, Tsakou G, Lekadir K, Tsiknakis M, Martí-Bonmati L, Papanikolaou N

Open source

DOI: 10.1186/s41747-024-00543-0
Published: 2025 Jan 15
Container: European radiology experimental
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:10.1186/s41747-024-00543-0,
  title = {Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!},
  author = {Chouvarda I and Colantonio S and Verde ASC and Jimenez-Pastor A and Cerdá-Alberich L and Metz Y and Zacharias L and Nabhani-Gebara S and Bobowicz M and Tsakou G and Lekadir K and Tsiknakis M and Martí-Bonmati L and Papanikolaou N},
  year = {2025},
  journal = {European radiology experimental},
  doi = {10.1186/s41747-024-00543-0},
  url = {https://doi.org/10.1186/s41747-024-00543-0}
}

RIS

TY  - JOUR
TI  - Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!
AU  - Chouvarda I
AU  - Colantonio S
AU  - Verde ASC
AU  - Jimenez-Pastor A
AU  - Cerdá-Alberich L
AU  - Metz Y
AU  - Zacharias L
AU  - Nabhani-Gebara S
AU  - Bobowicz M
AU  - Tsakou G
AU  - Lekadir K
AU  - Tsiknakis M
AU  - Martí-Bonmati L
AU  - Papanikolaou N
PY  - 2025
JO  - European radiology experimental
DO  - 10.1186/s41747-024-00543-0
UR  - https://doi.org/10.1186/s41747-024-00543-0
ER  -

APA

I, C., S, C., ASC, V., A, J., L, C., Y, M., L, Z., S, N., M, B., G, T., K, L., M, T., L, M., & N, P. (2025). Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!. European radiology experimental. https://doi.org/10.1186/s41747-024-00543-0

Source records

pubmed · retrieved 2026-09-26T18:46:11.165Z