Reliability of artificial intelligence algorithms in automated age estimation using orthopantomograms: A scoping review

AI-driven age estimation using OPGs represents a transformative advancement with considerable forensic and clinical potential. Although these AI models may not yet fully replace conventional techniques, they offer a substantial value as complementary tools, improving both accuracy and operational efficiency. To foster wider adoption and improve reliability, ongoing research and the development of standardized protocols are essential for integrating these methods into forensic odontology and related fields.

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Publication Details

Journal
Digital Health
Published
2025-05-01
DOI
https://doi.org/10.1177/20552076251390556
Primary Topic
Forensic Anthropology and Bioarchaeology Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Reliability of artificial intelligence algorithms in automated age estimation using orthopantomograms: A scoping review

Vikram Palimar, Spoorti Kulkarni, Sumanth Prabhu, Andrew Jeyabose
Digital Health
Forensic Anthropology and Bioarchaeology Studies
article

Reliability of artificial intelligence algorithms in automated age estimation using orthopantomograms: A scoping review

Vikram Palimar, Spoorti Kulkarni, Sumanth Prabhu, Andrew Jeyabose
article en

Abstract

AI-driven age estimation using OPGs represents a transformative advancement with considerable forensic and clinical potential. Although these AI models may not yet fully replace conventional techniques, they offer a substantial value as complementary tools, improving both accuracy and operational efficiency. To foster wider adoption and improve reliability, ongoing research and the development of standardized protocols are essential for integrating these methods into forensic odontology and related fields.

Digital HealthVol. 11
University of North Carolina at Chapel Hill (US), Yenepoya University (IN), Manipal Academy of Higher Education (IN), Kasturba Medical College, Manipal (IN)
Openalex Percentile: Top 66%
Forensic Anthropology and Bioarchaeology Studies
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Reliability of artificial intelligence algorithms in automated age estimation using orthopantomograms: A scoping review — Vikram Palimar, Spoorti Kulkarni, et al. · Digital Health (2025) | TGRS Research Map | TGRS