A machine learning approach to predict treatment response in myofascial pain patients receiving masseter trigger point injections.

Shabaan AA, Kassem I, Mahrous AI, Aboulmagd I, Amer IA, Shaaban A, Fathy KK, Ragab R, Abd-El-Ghafour M, Ibrahim S, Refahee SM

Open source

DOI: 10.1186/s12903-026-09491-0
Published: 2026 Aug 10
Container: BMC oral health
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 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
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. 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:10.1186/s12903-026-09491-0,
  title = {A machine learning approach to predict treatment response in myofascial pain patients receiving masseter trigger point injections.},
  author = {Shabaan AA and Kassem I and Mahrous AI and Aboulmagd I and Amer IA and Shaaban A and Fathy KK and Ragab R and Abd-El-Ghafour M and Ibrahim S and Refahee SM},
  year = {2026},
  journal = {BMC oral health},
  doi = {10.1186/s12903-026-09491-0},
  url = {https://doi.org/10.1186/s12903-026-09491-0}
}

RIS

TY  - JOUR
TI  - A machine learning approach to predict treatment response in myofascial pain patients receiving masseter trigger point injections.
AU  - Shabaan AA
AU  - Kassem I
AU  - Mahrous AI
AU  - Aboulmagd I
AU  - Amer IA
AU  - Shaaban A
AU  - Fathy KK
AU  - Ragab R
AU  - Abd-El-Ghafour M
AU  - Ibrahim S
AU  - Refahee SM
PY  - 2026
JO  - BMC oral health
DO  - 10.1186/s12903-026-09491-0
UR  - https://doi.org/10.1186/s12903-026-09491-0
ER  -

APA

AA, S., I, K., AI, M., I, A., IA, A., A, S., KK, F., R, R., M, A., S, I., & SM, R. (2026). A machine learning approach to predict treatment response in myofascial pain patients receiving masseter trigger point injections.. BMC oral health. https://doi.org/10.1186/s12903-026-09491-0

Source records

pubmed · retrieved 2026-09-26T02:29:27.766Z
europe-pmc · retrieved 2026-09-26T02:29:27.761Z
doaj · retrieved 2026-09-26T02:29:27.801Z