Literature DB >> 26573823

Validation of adult height prediction based on automated bone age determination in the Paris Longitudinal Study of healthy children.

David D Martin1,2, Jan Schittenhelm3, Hans Henrik Thodberg4.   

Abstract

BACKGROUND: An adult height prediction model based on automated determination of bone age was developed and validated in two studies from Zurich, Switzerland. Varied living conditions and genetic backgrounds might make the model less accurate.
OBJECTIVE: To validate the adult height prediction model on children from another geographical location.
MATERIALS AND METHODS: We included 51 boys and 58 girls from the Paris Longitudinal Study of children born 1953 to 1958. Radiographs were obtained once or twice a year in these children from birth to age 18. Bone age was determined using the BoneXpert method. Radiographs in children with bone age greater than 6 years were considered, in total 1,124 images.
RESULTS: The root mean square deviation between the predicted and the observed adult height was 2.8 cm for boys in the bone age range 6-15 years and 3.1 cm for girls in the bone age range 6-13 years. The bias (the average signed difference) was zero, except for girls below bone age 12, where the predictions were 0.8 cm too low.
CONCLUSION: The accuracy of the BoneXpert method in terms of root mean square error was as predicted by the model, i.e. in line with what was observed in the Zurich studies.

Entities:  

Keywords:  Automated image analysis; Bone age; Child; Height prediction; Model; Radiography; Validation

Mesh:

Year:  2015        PMID: 26573823     DOI: 10.1007/s00247-015-3468-8

Source DB:  PubMed          Journal:  Pediatr Radiol        ISSN: 0301-0449


  8 in total

1.  Prediction of adult height from height, bone age, and occurrence of menarche, at ages 4 to 16 with allowance for midparent height.

Authors:  J M Tanner; R H Whitehouse; W A Marshall; B S Carter
Journal:  Arch Dis Child       Date:  1975-01       Impact factor: 3.791

2.  Clinical application of automated Greulich-Pyle bone age determination in children with short stature.

Authors:  David D Martin; Dorothee Deusch; Roland Schweizer; Gerhard Binder; Hans Henrik Thodberg; Michael B Ranke
Journal:  Pediatr Radiol       Date:  2009-03-31

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4.  Automation of bone age reading and a new prediction model improve adult height prediction in children with short stature.

Authors:  Marina Unrath; Hans Henrik Thodberg; Roland Schweizer; Michael B Ranke; Gerhard Binder; David D Martin
Journal:  Horm Res Paediatr       Date:  2013-01-05       Impact factor: 2.852

5.  Validation of automatic bone age determination in children with congenital adrenal hyperplasia.

Authors:  David D Martin; Katharina Heil; Conrad Heckmann; Angelika Zierl; Jürgen Schaefer; Michael B Ranke; Gerhard Binder
Journal:  Pediatr Radiol       Date:  2013-10-05

6.  Prediction of adult height based on automated determination of bone age.

Authors:  Hans Henrik Thodberg; Oskar G Jenni; Jon Caflisch; Michael B Ranke; David D Martin
Journal:  J Clin Endocrinol Metab       Date:  2009-11-19       Impact factor: 5.958

Review 7.  Clinical review: An automated method for determination of bone age.

Authors:  Hans Henrik Thodberg
Journal:  J Clin Endocrinol Metab       Date:  2009-04-28       Impact factor: 5.958

8.  Automatic determination of Greulich and Pyle bone age in healthy Dutch children.

Authors:  Rick R van Rijn; Maarten H Lequin; Hans Henrik Thodberg
Journal:  Pediatr Radiol       Date:  2009-01-06
  8 in total
  6 in total

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2.  Accuracy and self-validation of automated bone age determination.

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Review 5.  Important Tools for Use by Pediatric Endocrinologists in the Assessment of Short Stature

Authors:  José I. Labarta; Michael B. Ranke; Mohamad Maghnie; David Martin; Laura Guazzarotti; Roland Pfäffle; Ekaterina Koledova; Jan M. Wit
Journal:  J Clin Res Pediatr Endocrinol       Date:  2020-10-02

6.  Near-Adult Heights and Adult Height Predictions Using Automated and Conventional Greulich-Pyle Bone Age Determinations in Children with Chronic Endocrine Diseases.

Authors:  Daniela Choukair; Annette Hückmann; Janna Mittnacht; Thomas Breil; Jens Peter Schenk; Abdulsattar Alrajab; Lorenz Uhlmann; Markus Bettendorf
Journal:  Indian J Pediatr       Date:  2022-02-01       Impact factor: 5.319

  6 in total

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