Evidence map›Paper›PMID 42865082›Full record

ArticleClinical and experimental dental research2026

Fractal Analysis of Jaw Bone Structure in Individuals With Dental Fluorosis: A Retrospective Cross-Sectional Study.

Ozlem Gormez, Hasan Huseyin Yilmaz, Abdulkadir Cakir

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Article in Clinical and experimental dental research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Ozlem GormezFaculty of Dentistry, Department of Oral and Maxillofacial Radiology, Süleyman Demirel University, Isparta, Turkey.ORCID https://orcid.org/0000-0001-9516-6625
Hasan Huseyin YilmazIndependent dentist, Isparta, Turkey.
Abdulkadir CakirFaculty of Technology, Department of Electrical-Electronics Engineering, Isparta University of Applied Sciences, Isparta, Turkey.ORCID https://orcid.org/0000-0002-2902-9996

Funding

Scientific Research Projects Coordination Unit of Süleyman Demirel University 2315-D-10
6 · The paper itself

Abstract

objectivesThis retrospective cross-sectional study aimed to evaluate differences in maxillary and mandibular trabecular bone structure in individuals with dental fluorosis using fractal dimension (FD) analysis. MATERIALS AND

methodsThe study included 47 individuals: 24 with dental fluorosis and 23 controls. Fluorosis severity was assessed using the Thylstrup-Fejerskov Index and classified as moderate (n = 13) or severe (n = 11). FD analysis was performed on standardized regions of interest on digital panoramic and digitized analog periapical radiographs using ImageJ. Normality was assessed using the Shapiro-Wilk test. Region-specific FD values were compared using independent-samples t-tests or Mann-Whitney U tests, as appropriate. Generalized estimating equation (GEE) analyses were used to account for within-participant correlation among repeated regional measurements.

resultsIn region-specific comparisons, FD was significantly lower in the fluorosis group than in controls in the 33-34 panoramic region (1.46 ± 0.04 vs. 1.48 ± 0.03; p = 0.048). FD was significantly higher in severe than moderate fluorosis in the 13-14 panoramic region (1.36 ± 0.05 vs. 1.28 ± 0.06; p = 0.004) and the 11-12 periapical region (1.63 ± 0.01 vs. 1.61 ± 0.02; p = 0.019). GEE analysis showed a significant average marginal fluorosis-control difference for panoramic radiographs (mean difference = -0.0210, 95% CI: -0.0386 to -0.0034; p = 0.020), without a significant group-by-region interaction (p = 0.840). For fluorosis severity, the severity-by-region interaction was significant for panoramic radiographs (p = 0.004), while average marginal periapical FD was higher in the severe subgroup (p = 0.028).

conclusionsFD analysis identified differences in radiographic trabecular pattern complexity associated with dental fluorosis, although findings varied by anatomical region and imaging modality. Given the small sample, multiple regional comparisons, and moderate reproducibility of periapical measurements, these findings should be considered exploratory and require confirmation in larger studies using standardized imaging protocols.

Indexed as

Cancellous BoneFluorosis, DentalFractalsMandibleMaxillaAdolescentAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedRadiography, PanoramicRetrospective StudiesYoung Adultfluorosisfractal analysisimage processingjaw

Identifiers

PMID42865082
PMCPMC13659041

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.