Digital removal of dermal denticle layer using geometric AI from 3D CT scans of shark craniofacial structures enhances anatomical precision.

Kim SW, Yuen AHL, Kim HW, Lee S, Lee SB, Lee YM, Jung WJ, Poon CTC, Park D, Kim S, Kim SG, Kang JW, Kwon J, Jo SJ, Giri SS, Park H, Seo JP, Kim DS, Kim BY, Park SC

Open source

DOI: 10.1038/s41598-025-04442-1
Published: 2025 Jun 4
Container: Scientific reports
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:10.1038/s41598-025-04442-1,
  title = {Digital removal of dermal denticle layer using geometric AI from 3D CT scans of shark craniofacial structures enhances anatomical precision.},
  author = {Kim SW and Yuen AHL and Kim HW and Lee S and Lee SB and Lee YM and Jung WJ and Poon CTC and Park D and Kim S and Kim SG and Kang JW and Kwon J and Jo SJ and Giri SS and Park H and Seo JP and Kim DS and Kim BY and Park SC},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-04442-1},
  url = {https://doi.org/10.1038/s41598-025-04442-1}
}

RIS

TY  - JOUR
TI  - Digital removal of dermal denticle layer using geometric AI from 3D CT scans of shark craniofacial structures enhances anatomical precision.
AU  - Kim SW
AU  - Yuen AHL
AU  - Kim HW
AU  - Lee S
AU  - Lee SB
AU  - Lee YM
AU  - Jung WJ
AU  - Poon CTC
AU  - Park D
AU  - Kim S
AU  - Kim SG
AU  - Kang JW
AU  - Kwon J
AU  - Jo SJ
AU  - Giri SS
AU  - Park H
AU  - Seo JP
AU  - Kim DS
AU  - Kim BY
AU  - Park SC
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-04442-1
UR  - https://doi.org/10.1038/s41598-025-04442-1
ER  -

APA

SW, K., AHL, Y., HW, K., S, L., SB, L., YM, L., WJ, J., CTC, P., D, P., S, K., SG, K., JW, K., J, K., SJ, J., SS, G., H, P., JP, S., DS, K., BY, K., & SC, P. (2025). Digital removal of dermal denticle layer using geometric AI from 3D CT scans of shark craniofacial structures enhances anatomical precision.. Scientific reports. https://doi.org/10.1038/s41598-025-04442-1

Source records

pubmed · retrieved 2026-09-25T14:23:46.862Z