Prognostic factors identification using machine learning in temporomandibular disorder treatment responders

The identified prognostic factors highlight the multidimensional nature of TMD and support their relevance in guiding patient-specific management strategies. The integration of machine learning approaches may enhance clinical decision-making and contribute to the development of more personalized and effective treatment pathways for TMD.

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Publication Details

Journal
Journal of Oral & Facial Pain and Headache
Published
2025-12-12
DOI
https://doi.org/10.22514/jofph.2025.076
Primary Topic
Temporomandibular Joint Disorders
Type
article
Field-Weighted Citation Impact
0.00
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article

Prognostic factors identification using machine learning in temporomandibular disorder treatment responders

Journal of Oral & Facial Pain and Headache
Temporomandibular Joint Disorders
article

Prognostic factors identification using machine learning in temporomandibular disorder treatment responders

article en

Abstract

The identified prognostic factors highlight the multidimensional nature of TMD and support their relevance in guiding patient-specific management strategies. The integration of machine learning approaches may enhance clinical decision-making and contribute to the development of more personalized and effective treatment pathways for TMD.

Journal of Oral & Facial Pain and HeadacheVol. 39(4)
Khon Kaen University (TH)
Peace, Justice and strong institutions
Openalex Percentile: Top 32%
Temporomandibular Joint Disorders
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Prognostic factors identification using machine learning in temporomandibular disorder treatment responders · Journal of Oral & Facial Pain and Headache (2025) | TGRS Research Map | TGRS