Prediction of Skeletal Age Through Cervical Vertebral Measurements Using Different Machine Learning Regression Methods

Although high R2 values were obtained, VSA showed no superiority over CA in the assessment of skeletal age, and no significant clinical advantage was observed. For the Turkish population, using GP age may be more accurate for determining skeletal age in orthodontic treatment planning.

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Publication Details

Journal
Turkish Journal of Orthodontics
Published
2025-03-27
DOI
https://doi.org/10.4274/turkjorthod.2025.2024.30
Citations
2
Primary Topic
Medical Imaging and Analysis
Type
article
Field-Weighted Citation Impact
1.35
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article

Prediction of Skeletal Age Through Cervical Vertebral Measurements Using Different Machine Learning Regression Methods

Işık Yılmaz, Merve Gonca
2 citations
Turkish Journal of Orthodontics
Medical Imaging and Analysis
1.35
article

Prediction of Skeletal Age Through Cervical Vertebral Measurements Using Different Machine Learning Regression Methods

Işık Yılmaz, Merve Gonca
article en
2 citations

Abstract

Although high R2 values were obtained, VSA showed no superiority over CA in the assessment of skeletal age, and no significant clinical advantage was observed. For the Turkish population, using GP age may be more accurate for determining skeletal age in orthodontic treatment planning.

Turkish Journal of OrthodonticsVol. 38(1)
Turkish Society of Hematology (TR)
Openalex Percentile: Top 21%
Medical Imaging and Analysis
1.35
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Prediction of Skeletal Age Through Cervical Vertebral Measurements Using Different Machine Learning Regression Methods — Işık Yılmaz, Merve Gonca · Turkish Journal of Orthodontics (2025) | TGRS Research Map | TGRS