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High-precision automated bone age: a clinically useful tool in monitoring of treatment effects in children and adolescents
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  • Published: 27 April 2026

High-precision automated bone age: a clinically useful tool in monitoring of treatment effects in children and adolescents

  • Hans Henrik Thodberg  ORCID: orcid.org/0000-0001-9607-882X1,
  • Lise Aksglaede2,3,
  • Anders Juul2,3,4,
  • Shanlee M. Davis5 &
  • …
  • Judith Ross6 

Scientific Reports (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Diseases
  • Health care
  • Medical research

Abstract

The clinical value of serial bone age (BA) determinations in children during growth is limited by the manual rater variability (precision 0.63 years). The objective of this work was to determine the precision of automated bone age and bone health index (BHI) measurements by BoneXpert and to establish the time interval at which the automated method can detect a significant treatment effect. The data were from a case-control trial (oxandrolone/placebo) following 90 boys with Klinefelter syndrome (KS) with five visits over 2 years, recording X-rays of both hands. The precision of BA was 0.08 years [0.07; 0.09] 95% CI, leading to a minimal detectable difference of 0.23 years. The effect of androgen treatment on BA was 0.24, 0.77, 1.24 and 1.43 years after 6, 12, 18 and 24 months, respectively. Thus, the effect on BA was detectable by 6 months. In conclusion, automated BA determination is markedly more precise, compared to manual X-ray readings and can detect 0.23 years changes. Automated BA is clinically useful in follow-up in children and adolescents during growth-modulating therapies.

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Funding

Grants/fellowships supporting the writing of the paper: LA: Independent Research Fund Denmark.

Author information

Authors and Affiliations

  1. Visiana, Fremtidsvej 1, 2970, Hørsholm, Denmark

    Hans Henrik Thodberg

  2. Department of Growth and Reproduction, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark

    Lise Aksglaede & Anders Juul

  3. International Centre for Research and Research Training in Endocrine Disruption of Male Reproduction and Child Health (EDMaRC), Rigshospitalet and University of Copenhagen, Copenhagen, Denmark

    Lise Aksglaede & Anders Juul

  4. Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark

    Anders Juul

  5. Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA

    Shanlee M. Davis

  6. Department of Pediatrics, Nemours Children’s Hospital-DE and Thomas Jefferson University, Philadelphia, PA, 19107, USA

    Judith Ross

Authors
  1. Hans Henrik Thodberg
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  2. Lise Aksglaede
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  3. Anders Juul
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  4. Shanlee M. Davis
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  5. Judith Ross
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Corresponding author

Correspondence to Hans Henrik Thodberg.

Ethics declarations

Competing interests

HHT is the owner of Visiana who develops and distributes the BoneXpert software medical device. The other authors have nothing to declare.

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Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Cite this article

Thodberg, H.H., Aksglaede, L., Juul, A. et al. High-precision automated bone age: a clinically useful tool in monitoring of treatment effects in children and adolescents. Sci Rep (2026). https://doi.org/10.1038/s41598-026-49670-1

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  • Received: 03 November 2025

  • Accepted: 16 April 2026

  • Published: 27 April 2026

  • DOI: https://doi.org/10.1038/s41598-026-49670-1

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Keywords

  • Bone age
  • Greulich-Pyle
  • Bone density
  • Klinefelter syndrome
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