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Does adjusting for biological maturity when calculating child weight status improve the accuracy of predicting future health risk?

Fiona B GillisonElisabeth B GreySean P CummingLauren B Sherar
Published in: BMC public health (2021)
The traditional method of categorising adolescents into a BMI category may over-predict overweight and obesity, particularly in girls. Adjusting for biological maturity when estimating weight status through calculating adolescents' BMI classification was equivalent to standard approaches in predicting other cardiovascular risk at age 17.
Keyphrases
  • body mass index
  • health risk
  • physical activity
  • weight gain
  • young adults
  • heavy metals
  • weight loss
  • drinking water
  • machine learning
  • mental health
  • risk assessment