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Computers and Computing

Human Age Estimation Using Deep Convolutional Neural Network based on Dental Images (Orthopantomogram)

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REFERENCES

  • S. Kim, Y.-H. Lee, Y.-K. Noh, F. C. Park, and Q. Schick Auh, “Age-group determination of living individuals using first molar images based on artificial intelligence,” Nat. Res. Sci. Rep., Vol. 11, no. 1073, pp. 1–11, 2021.
  • Y.-c. Guo, M. Han, Y. Chi, and H. Long, “Accurate age classification using manual method and deep convolutional neural network based on orthopantomogram images,” Int. J. Leg. Med., Vol. 135, no. 4, pp. 1589–1597, 2021.
  • A. Schmeling, A. Olze, W. Reisinger, and G. Geserick, “Age estimation of living people undergoing criminal proceedings,” Lancet, Vol. 358, pp. 89–90, 2001. doi:10.1016/S0140-6736(01)05379-X
  • N. Vila-Blanco, M. J. Carreira, P. Varas-Quintana, and C. Balso-Castro, “Deep neural networks for chronological age estimation from OPG images,” IEEE Trans. Med. Imaging, Vol. 39, no. 7, pp. 2374–2384, 2020. doi:10.1109/TMI.2020.2968765
  • B. Karaarslan, E. S. Karaarslan, A. S. Ozsevik, and E. Ertas, “Age estimation for dental patients using orthopantomogramme,” Eur. J. Dent., Vol. 4, no. 04, pp. 389–394, 2010. doi:10.1055/s-0039-1697858
  • I. C. Bagic, N. Sever, H. Brkic, and J. Kern, “Dental age estimation in children using orthopantomogramme,” Acta Stomatol. Croat., Vol. 42, no. 1, pp. 1–8, 2016.
  • R. M. Talabani, M. T. Baban, and M. A. Mahmood, “Age estimation using lower permanent first molars on a panoramic radiographs: A digital image analysis,” J. Forensic. Dent. Sci., Vol. 7, no. 2, pp. 158, 2015. doi:10.4103/0975-1475.154597
  • N. Vila-Blanco, P. varas-Quintana, A. Aniros-Quintana, I. Tomas, and M. J. Carreira, “Automated description of the mandible shape by deep learning,” Int. J. Comput. Assist. Radiol. Surg., Vol. 16, no. 12, pp. 2215–2224, 2021. doi:10.1007/s11548-021-02474-2
  • G. Levi, and T. Hassner, “Age and gender classification using convolutional neural network,” CVPR, 34–42, 2015.
  • M. K. Benkaddour, “CNN based feature extraction for age estimation,” Informatica Int. J. Computing Informatics, Vol. 45, no. 5, pp. 697–703, 2021.
  • D. G. Mathew, S. Rajesh, E. Koshi, L. E. Priya, A. S. Nair, and A. Mohan, “Adult forensic age estimation using mandibular first molar radiographs – A novel technique,” J. Dent. Sci., Vol. 5, no. 1, pp. 56, 2016.
  • M. B. Bjørk, and S. I. Kvaal, “CT and MR imaging used in estimation-a systematic review,” J Forensic Odonto-Stomatol, Vol. 36, no. 1, pp. 14, 2018.
  • M. Kathoju, and V. R. Guttikonda, “Age estimation using mandibular ramus and gonial angle using digital orthopantamogram,” Int J Forensic Odontol, Vol. 6, no. 1, pp. 27–31, 2021.
  • S. Ranasinghe, J. Perera, J. A. Taylor, A. Tennakoon, A. Pallewatte, and R. Jayasinghe, “Dental age estimation using radiographs – Towards the best method for Srilankan children,” Forensic Sci. Int., Vol. 298, pp. 64–70, 2019. doi:10.1016/j.forsciint.2019.02.053
  • A. VJaina, et al., “Application of comprehensive chart for dental age estimation (DAEcc) based on demirjian method using orthopantograms: A pilot study,” Forensic Sci. Int. Rep., Vol. 1, pp. 100017, November 2019.
  • R. B. Mohammed, P. V. Krishnam raju, P. S. Sanghvi, M. Asha Lata Reddy, and S. Jyotsna, “Dental age estimation using Willems method – A digital orthopantomographic study,” Contemp. Clin. Dent., Vol. 5, no. 3, pp. 371, 2016.
  • R. B. Mohammed, P. V. Krishnamraju, P. S. Prasanth, P. Sanghvi, M. Asha Lata Reddy, and S. Jyotsna, “Dental age estimation using Willems method: A digital orthopantomographic study,” Contemp. Clin. Dent., Vol. 5, no. 3, pp. 371–376, 2014. doi:10.4103/0976-237X.137954
  • T. Y. Marroquina, S. Karkhanisa, S. I. Kvaalb, S. Vasudevan, E. Krugera, and M. Tennant, “Age estimation in adults by dental imaging assessment -systematic review,” Forensic Sci. Int., Vol. 275, pp. 203–211, 2016.

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