A comparison of diagnostic accuracy between CNN and transformer AI models for periodontal bone loss detection: A systematic review and meta-analysis.
- DOI
- 10.34172/japid.4275
- Published
- 2026 Oct
- Container
- Journal of advanced periodontology & implant dentistry
- 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:10.34172/japid.4275,
title = {A comparison of diagnostic accuracy between CNN and transformer AI models for periodontal bone loss detection: A systematic review and meta-analysis.},
author = {Aulia SN and Azizi FH and Ash-Shiddiq MH and Carabelly AN and Pramitha SR},
year = {2026},
journal = {Journal of advanced periodontology \& implant dentistry},
doi = {10.34172/japid.4275},
url = {https://doi.org/10.34172/japid.4275}
}RIS
TY - JOUR TI - A comparison of diagnostic accuracy between CNN and transformer AI models for periodontal bone loss detection: A systematic review and meta-analysis. AU - Aulia SN AU - Azizi FH AU - Ash-Shiddiq MH AU - Carabelly AN AU - Pramitha SR PY - 2026 JO - Journal of advanced periodontology & implant dentistry DO - 10.34172/japid.4275 UR - https://doi.org/10.34172/japid.4275 ER -
APA
SN, A., FH, A., MH, A., AN, C., & SR, P. (2026). A comparison of diagnostic accuracy between CNN and transformer AI models for periodontal bone loss detection: A systematic review and meta-analysis.. Journal of advanced periodontology & implant dentistry. https://doi.org/10.34172/japid.4275
Source records
- pubmed · retrieved 2026-11-10T08:09:13.485Z