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. 2024 Sep 12;16(9):e69250. doi: 10.7759/cureus.69250

Table 3. The role of AI in chronological age assessment.

ANNs: artificial neural networks; CNNs: convolutional neural networks; CA: chronological age; DA: dental age; NA: not available; AI: artificial intelligence

Studies Algorithm architecture Diagnostic tasks Score Difference between CA and DA in males Difference between CA and DA in females Difference Accuracy  Conclusions
Zaborowicz et al. 2021 [68] ANNs Determining the chronological age Radial basis function NA NA NA 0.997 A new methodology for assessing chronological age using digital pantomographic images and a new set of tooth and bone parameters can be developed
Zaborowicz et al. 2022 [69] CNNs Estimating the age Radial basis function NA NA NA 0.96 The study shows that neural modeling approaches are effective tools for predicting metric age using proprietary tooth and bone indices
Bunyarit et al. 2020 [70] ANNs Dental age and chronological age estimation Demirjian’s scores -0.05±0.92 -0.06±1.11 Not statistically significant NA This methodology can be applied in both clinical and forensic cases