DOI QR코드

DOI QR Code

Development of a New Korean Standard Bone Age Model: A Paradigm for AI-Powered Pediatric Imaging

  • Jung-Eun Cheon (Department of Radiology, Seoul National University College of Medicine)
  • Received : 2023.09.12
  • Accepted : 2023.09.13
  • Published : 2023.11.01

Abstract

Keywords

References

  1. Creo AL, Schwenk WF 2nd. Bone age: a handy tool for pediatric providers. Pediatrics 2017;140:e20171486
  2. Greulich WW, Pyle SL. Radiographic atlas of skeletal development of the hand and wrist. 2nd ed. Stanford: Stanford University Press, 1959
  3. Zhang A, Sayre JW, Vachon L, Liu BJ, Huang HK. Racial differences in growth patterns of children assessed on the basis of bone age. Radiology 2009;250:228-235 https://doi.org/10.1148/radiol.2493080468
  4. Alshamrani K, Messina F, Offiah AC. Is the Greulich and Pyle atlas applicable to all ethnicities? A systematic review and meta-analysis. Eur Radiol 2019;29:2910-2923 https://doi.org/10.1007/s00330-018-5792-5
  5. Yeon KM, Kim IO. Atlas of Korean standard bone age. 1st ed. Seoul: Booktopia, 1999
  6. Yeon KM. Standard bone-age of infants and children in Korea. J Korean Med Sci 1997;12:9-16 https://doi.org/10.3346/jkms.1997.12.1.9
  7. Kim JR, Lee YS, Yu J. Assessment of bone age in prepubertal healthy Korean children: comparison among the Korean standard bone age chart, Greulich-Pyle Method, and Tanner-Whitehouse method. Korean J Radiol 2015;16:201-205 https://doi.org/10.3348/kjr.2015.16.1.201
  8. Kim PH, Yoon HM, Kim JR, Hwang JY, Choi JH, Hwang J, et al. Bone age assessment using artificial intelligence in Korean pediatric population: a comparison of deep-learning models trained with healthy chronological and Greulich-Pyle ages as labels. Korean J Radiol 2023;24:1151-1163 https://doi.org/10.3348/kjr.2023.0092