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shapecoder shapecoder : a new method for visual quantification of body mass index in young children

机译:ShapeCoder ShapeCoder:幼儿体重指数的视觉量化新方法

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摘要

Summary Background Few tools exist to quantify body mass index visually. Objective To examine the inter‐rater reliability and validity (sensitivity and specificity for overweight/obesity and obesity) of a three‐dimensional visual rating system to quantify body mass index (BMI) in young children. Methods Children ( n ?=?242, mean age 5.9?years, 50.0% male; 40.5% overweight/ obese) participated in a videotaped protocol and weight and height were measured. Research staff applied a novel three‐dimensional computer‐based figure rating system ( shapecoder ) to the child's videotaped image. Inter‐rater reliability was calculated, as well as correlation with measured body mass index (BMI) and sensitivity, specificity, positive predictive value and negative predictive value for overweight/obesity and obesity. Results Inter‐rater reliability was excellent (intraclass correlation coefficient?=?0.98). The correlation of shapecoder ‐generated BMI with measured BMI was 0.89. For overweight/obesity, the sensitivity, specificity, positive predictive value and negative predictive value were 62%, 97%, 94% and 79% respectively. For obesity, these values were 65%, 99%, 97% and 92% respectively. Conclusion shapecoder provides a method to quantify child BMI from video images with high inter‐rater reliability, fair sensitivity and good specificity for overweight/obesity and obesity. The approach offers an improvement over existing two‐dimensional rating scales for BMI.
机译:摘要背景有很少的工具在视觉上量化体重指数。目的探讨三维视觉评级系统的帧间互补性和有效性(超重/肥胖和肥胖),以量化幼儿体重指数(BMI)。方法儿童(N?= 242,平均5.9岁,50.0%的男性; 40.5%的超重/肥胖)参与录像带的录像和体重和身高。研究人员将新颖的三维计算机的数字评级系统(Shapecoder)应用于儿童的录像带图像。计算帧间间可靠性,以及与测量的体重指数(BMI)和敏感性,特异性,阳性预测值和负面预测值和负面预测值的相关性,以实现超重/肥胖和肥胖的相关性。结果帧间间可靠性优异(腹部相关系数?= 0.98)。 ShapeCoder -Generated BMI与测量BMI的相关性为0.89。对于超重/肥胖,敏感性,特异性,阳性预测值和负预测值分别为62%,97%,94%和79%。对于肥胖,这些值分别为65%,99%,97%和92%。结论ShapeCoder提供了一种从帧间间可靠性,公平敏感性和超重和肥胖性和肥胖的良好敏感性和良好特异性来量化儿童BMI的方法。该方法提供了对BMI现有二维评级尺度的改进。

著录项

  • 来源
    《Pediatric obesity.》 |2018年第2期|共6页
  • 作者单位

    University of Michigan Transportation Research InstituteUniversity of MichiganAnn Arbor USA;

    University of Michigan Transportation Research InstituteUniversity of MichiganAnn Arbor USA;

    Center for Human Growth and DevelopmentUniversity of MichiganAnn Arbor USA;

    Center for Human Growth and DevelopmentUniversity of MichiganAnn Arbor USA;

    Center for Human Growth and DevelopmentUniversity of MichiganAnn Arbor USA;

    Appugliese Professional Advisors LLCNorth Easton USA;

    Center for Human Growth and DevelopmentUniversity of MichiganAnn Arbor USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 儿科学;
  • 关键词

    Anthropometry; body image; obesity;

    机译:人体测量;身体形象;肥胖;

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