Panognostics-Plus: An Integrated Multi-Task AI Framework for Automated Panoramic Radiograph Interpretation with Dental Charting and Structured Reporting—Development and Technical Validation Study

Soroush Baseri Saadi, Rellyca Sola Gracea, Jonas Ver Berne, Peter Claes, Reinhilde Jacobs

Open source

DOI: 10.1007/s10278-026-02479-w
Published: 2026-11-05
Container: Journal of Imaging Informatics in Medicine
Publisher: Springer Science and Business Media LLC
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1007/s10278-026-02479-w,
  title = {Panognostics-Plus: An Integrated Multi-Task AI Framework for Automated Panoramic Radiograph Interpretation with Dental Charting and Structured Reporting—Development and Technical Validation Study},
  author = {Soroush Baseri Saadi and Rellyca Sola Gracea and Jonas Ver Berne and Peter Claes and Reinhilde Jacobs},
  year = {2026},
  journal = {Journal of Imaging Informatics in Medicine},
  doi = {10.1007/s10278-026-02479-w},
  url = {https://doi.org/10.1007/s10278-026-02479-w}
}

RIS

TY  - JOUR
TI  - Panognostics-Plus: An Integrated Multi-Task AI Framework for Automated Panoramic Radiograph Interpretation with Dental Charting and Structured Reporting—Development and Technical Validation Study
AU  - Soroush Baseri Saadi
AU  - Rellyca Sola Gracea
AU  - Jonas Ver Berne
AU  - Peter Claes
AU  - Reinhilde Jacobs
PY  - 2026
JO  - Journal of Imaging Informatics in Medicine
DO  - 10.1007/s10278-026-02479-w
UR  - https://doi.org/10.1007/s10278-026-02479-w
ER  -

APA

Saadi, S. B., Gracea, R. S., Berne, J. V., Claes, P., & Jacobs, R. (2026). Panognostics-Plus: An Integrated Multi-Task AI Framework for Automated Panoramic Radiograph Interpretation with Dental Charting and Structured Reporting—Development and Technical Validation Study. Journal of Imaging Informatics in Medicine. https://doi.org/10.1007/s10278-026-02479-w

Source records

crossref · retrieved 2026-11-10T10:16:17.523Z