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Related Concept Videos

Teeth01:15

Teeth

The formation of teeth, also known as odontogenesis, is a complex process that begins in utero, around the sixth week of embryonic development. There are three stages to this process: the bud stage, the cap stage, and the bell stage.
In the bud stage, the tooth germ (an aggregation of cells) starts to form in the developing jawbone. During the cap stage, the tooth germ differentiates into enamel organ, dental papilla, and dental sac, which will later develop into the tooth's enamel, dentin and...

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Quasistatic Mechanical Testing for Computer-Aided Design and Manufacturing Occlusal Veneers Cemented to Milled Dentin Analog Material
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Fractal analysis in dentistry: a bibliometric analysis (1991-2024).

Tulin Tasdemir1, Melek Tassoker2

  • 1Faculty of Dentistry, Department of Pediatric Dentistry, Niğde Ömer Halisdemir University, 51240, Niğde, Turkey. dt.tulintasdemir@gmail.com.

Oral Radiology
|June 2, 2026
PubMed
Summary

Fractal analysis (FA) in dentistry has surged since 2017, becoming a key diagnostic tool. Future integration with AI and radiomics is crucial for precision diagnostics.

Keywords:
Bibliometric analysisDentistryFractal analysisRstudio

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Area of Science:

  • Bibliometrics and scientometrics applied to dental research.
  • Analysis of scientific output and trends in dentistry.

Background:

  • Fractal analysis (FA) is increasingly utilized in dentistry.
  • The digital transition in dentomaxillofacial imaging has spurred growth.

Purpose of the Study:

  • To map the scientific evolution and research trends of fractal analysis in dentistry.
  • To identify key journals, authors, and influential works in the field.

Main Methods:

  • Bibliometric analysis of publications related to fractal analysis in dentistry.
  • Citation analysis to determine impactful research.
  • Thematic mapping based on author keywords to understand conceptual expansion.

Main Results:

  • Scientific production surged post-2017, linked to digital imaging.
  • Key journals: Oral Radiology and Dentomaxillofacial Radiology. Top authors: Jurczyszyn K. and Bayrak S.
  • Türkiye leads publications, USA leads citation impact. Foundational themes: osteoporosis, fractal dimension; emerging themes: texture analysis, radiomics.

Conclusions:

  • FA has transitioned into a vital multidisciplinary diagnostic tool in dentistry.
  • Clinical integration is limited by manual selection and algorithmic variability.
  • Future development requires AI-driven modules and integration into radiomic workflows for standardized precision diagnostics.