Evidence map›Paper›PMID 42191925›Full record

ArticleInternational journal of legal medicine2026

Quantitative insights into cranial fusion: fractal dimension analysis of spheno-occipital synchondrosis.

Fatemeh Akbarizadeh, Kiarash Fereidouni, Shakiba Benvari

Abstract read
PubMed Publisher
In one paragraph

Article in International journal of legal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Fatemeh AkbarizadehOrthodontic Research Center, School of Dentistry, Shiraz University of Medial Science, Shiraz, Islamic Republic of Iran.
Kiarash FereidouniStudent Research Committee, School of Dentistry, Shiraz University of Medical Sciences, Shiraz, Islamic Republic of Iran. kiarashfereidouni@gmail.com.ORCID http://orcid.org/0009-0006-7221-0711
Shakiba BenvariStudent Research Committee, School of Dentistry, Shiraz University of Medical Sciences, Shiraz, Islamic Republic of Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveChronological age is not always a reliable indicator of skeletal maturity. The Spheno-Occipital Synchondrosis (SOS), a key growth center of the cranial base, has been qualitatively linked to age. This study introduces fractal dimension (FD), a quantitative metric derived from fractal analysis (FA), to assess SOS fusion and its correlation with age using cone beam computed tomography (CBCT) images.

methodsIn this retrospective cross-sectional study, 102 CBCT scans (ages 6-22) were analyzed. SOS fusion stages were classified qualitatively and evaluated quantitatively via FD using ImageJ software. Inter- and intra-observer reliability, correlation between FD and age, and diagnostic performance via ROC analysis were assessed.

resultsFD significantly declined with age (males: r = -0.66; females: r = -0.80; p < 0.001). FD differed significantly across SOS fusion stages and age groups (p < 0.001), with gender-specific patterns in intermediate stages. Regression analysis demonstrated FD as a significant age predictor (R² = 0.44 for males, R² = 0.64 for females). ROC analysis showed excellent-to-outstanding diagnostic accuracy (AUC: 0.815 for males; 0.945 for females) in distinguishing legal age thresholds.

conclusionFractal dimension analysis of the SOS on CBCT offers a reliable, reproducible, and objective method for age estimation. FD provides quantifiable insight into cranial base maturation, supporting its application in orthodontic planning and forensic age assessment.

Indexed as

Age Determination by SkeletonFractalsOccipital BoneSphenoid BoneAdolescentChildCone-Beam Computed TomographyCross-Sectional StudiesFemaleHumansMaleReproducibility of ResultsRetrospective StudiesROC CurveYoung AdultAge determination by skeletonCone-beam computed tomographyFractalsOccipital BoneSphenoid bone

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.