대한한방소아과학회지 (The Journal of Pediatrics of Korean Medicine)

  • 제37권2호
  • /
  • Pages.1-11
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  • 2023
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  • 1226-8038(pISSN)
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  • 2287-9463(eISSN)
대한한방소아과학회 (The Association of Korean Oriental Pediatrics)
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성장을 주소로 한방병원에 내원한 환아의 한의치료 효과: Deep Learning 기반 골연령 판독 프로그램을 활용한 증례보고

Effect of Korean Medicine Treatment on Children Who Visited Korean Medicine Hospital for Growth: A Case Report Using Deep Learning-Based Bone Age Program

  • 한예지 (다시재한방병원) ;
  • 이보람 (한국한의학연구원 한의과학연구부)
  • Ye Ji Han (Dasijae Korean Medicine Hospital) ;
  • Boram Lee (KM Science Research Division, Korea Institute of Oriental Medicine)
  • 투고 : 2023.01.27
  • 심사 : 2023.04.20
  • 발행 : 2023.05.31
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초록

Objectives We aimed to compare the bone age (BA) estimation by a deep learning-based program and by a specialist in pediatrics of Korean medicine using the Tanner-Whitehouse 3 (TW3) technique for the cases of children who visited a Korean medicine hospital for growth, and to report the effect of Korean medicine treatment. Methods For three children who visited the Korean medicine hospital for growth, BA estimation by the deep learning program and by the specialist in pediatrics of Korean medicine using the TW3 technique was compared, and the time required for estimation was investigated. The change of height, BA, and predicted adult height (PAH) using deep learning program after Korean medicine treatment was observed. Results BA estimation of the left hand bone X-ray by the specialist using the TW3 technique showed a difference of -0.03 to +0.15 years from the estimation by the deep learning program. The mean estimation time was 5 minutes and 49 seconds per one for the specialist and 48 seconds for the deep learning program. During the treatment period, the height percentile and PAH estimated by deep learning program were increased after Korean medicine treatment compared to baseline while acceleration of BA was suppressed compared to chronological age. Conclusions BA estimation using the deep learning program and the TW3 technique showed a difference of less than 0.15 years, and in three cases of patients with growth as the chief complaint, Korean medicine treatment increased height percentile and PAH without accelerating BA maturation.

키워드

과제정보

본 연구는 한국한의학연구원 연구 과제의 지원에 의하여 이루어졌음 (KSN1823211).

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