Knee Osteoarthritis Severity Grading Using Contrastive Learning Image Pre-Training.

Bashir SA, Altarhouni RS, Milad MB, Abuhtna FA, Wafi MM, Elbahri EA, Alshareef EA, Ma'aitah MKS, Alsariera E, Toigozhinova A

Open source

DOI: 10.3390/jpm16060314
Published: 2026 Jun 12
Container: Journal of personalized medicine
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:10.3390/jpm16060314,
  title = {Knee Osteoarthritis Severity Grading Using Contrastive Learning Image Pre-Training.},
  author = {Bashir SA and Altarhouni RS and Milad MB and Abuhtna FA and Wafi MM and Elbahri EA and Alshareef EA and Ma'aitah MKS and Alsariera E and Toigozhinova A},
  year = {2026},
  journal = {Journal of personalized medicine},
  doi = {10.3390/jpm16060314},
  url = {https://doi.org/10.3390/jpm16060314}
}

RIS

TY  - JOUR
TI  - Knee Osteoarthritis Severity Grading Using Contrastive Learning Image Pre-Training.
AU  - Bashir SA
AU  - Altarhouni RS
AU  - Milad MB
AU  - Abuhtna FA
AU  - Wafi MM
AU  - Elbahri EA
AU  - Alshareef EA
AU  - Ma'aitah MKS
AU  - Alsariera E
AU  - Toigozhinova A
PY  - 2026
JO  - Journal of personalized medicine
DO  - 10.3390/jpm16060314
UR  - https://doi.org/10.3390/jpm16060314
ER  -

APA

SA, B., RS, A., MB, M., FA, A., MM, W., EA, E., EA, A., MKS, M., E, A., & A, T. (2026). Knee Osteoarthritis Severity Grading Using Contrastive Learning Image Pre-Training.. Journal of personalized medicine. https://doi.org/10.3390/jpm16060314

Source records

pubmed · retrieved 2026-09-25T01:03:31.214Z
europe-pmc · retrieved 2026-09-25T01:03:31.231Z