Data-Driven Detection of Subclinical Keratoconus via Semi-Supervised Clustering of Multidimensional Corneal Biomarkers.
- DOI
- 10.1016/j.xops.2025.100998
- Published
- 2026 Feb
- Container
- Ophthalmology science
- 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- 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:10.1016/j.xops.2025.100998,
title = {Data-Driven Detection of Subclinical Keratoconus via Semi-Supervised Clustering of Multidimensional Corneal Biomarkers.},
author = {Kandakji L and Balal S and Stupnicki A and Liu S and Leucci M and Gore D and Allan B and Pontikos N},
year = {2026},
journal = {Ophthalmology science},
doi = {10.1016/j.xops.2025.100998},
url = {https://doi.org/10.1016/j.xops.2025.100998}
}RIS
TY - JOUR TI - Data-Driven Detection of Subclinical Keratoconus via Semi-Supervised Clustering of Multidimensional Corneal Biomarkers. AU - Kandakji L AU - Balal S AU - Stupnicki A AU - Liu S AU - Leucci M AU - Gore D AU - Allan B AU - Pontikos N PY - 2026 JO - Ophthalmology science DO - 10.1016/j.xops.2025.100998 UR - https://doi.org/10.1016/j.xops.2025.100998 ER -
APA
L, K., S, B., A, S., S, L., M, L., D, G., B, A., & N, P. (2026). Data-Driven Detection of Subclinical Keratoconus via Semi-Supervised Clustering of Multidimensional Corneal Biomarkers.. Ophthalmology science. https://doi.org/10.1016/j.xops.2025.100998
Source records
- pubmed · retrieved 2026-09-25T08:12:09.231Z