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Anthropometric evaluation through images: Findings from the SCANNER software package.

Fanny Petermann-Rocha1, Amanda Pizarro2, Sebastián Castro2

  • 1Centro de Investigación Biomédica, Facultad de Medicina, Universidad Diego Portales, Santiago, Chile; School of Cardiovascular and Metabolic Health. University of Glasgow, Glasgow, UK.

Nutrition (Burbank, Los Angeles County, Calif.)
|May 31, 2024
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Summary

The Smart Computerized Anthropometric NavigatioN and Evaluation Resource (SCANNER) software accurately estimates waist-to-height ratio (WHtR) using synthetic data. This tool shows high agreement, making it useful for remote health assessments.

Keywords:
AnthropometrySoftwareWaist-height ratio

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Area of Science:

  • Anthropometry
  • Digital Health
  • Biomedical Engineering

Background:

  • Waist-to-height ratio (WHtR) is a key indicator of central obesity and cardiovascular risk.
  • Accurate WHtR measurement is crucial for health monitoring but can be challenging in remote settings.
  • Digital anthropometry offers a potential solution for remote and efficient health assessments.

Purpose of the Study:

  • To evaluate the agreement between waist-to-height ratio (WHtR) measurements derived from synthetic 3D digital human data and those obtained using the Smart Computerized Anthropometric NavigatioN and Evaluation Resource (SCANNER) software.
  • To validate the SCANNER software package as a tool for estimating WHtR.

Main Methods:

  • Generation of 110 synthetic 3D digital humans (55 male, 55 female) to derive anthropometric data.
  • Calculation of WHtR from synthetic waist circumference and height measurements.
  • Comparison of synthetic WHtR values with those estimated by the SCANNER software using Spearman's correlation and Bland-Altman analysis.

Main Results:

  • High agreement was observed between synthetic WHtR data and SCANNER software estimations (Spearman's correlation = 0.982, Rho = 0.983).
  • The Bland-Altman plot indicated substantial agreement, with a 95% confidence interval of 0.977-0.988.
  • Overall error in WHtR estimation was 0.49%, with higher error in males (0.81%) compared to females (0.18%).

Conclusions:

  • The SCANNER software package demonstrates high accuracy and agreement for estimating WHtR from synthetic data.
  • SCANNER is a user-friendly tool with potential to facilitate remote WHtR estimation for participants or patients.
  • This validates the use of digital anthropometry and the SCANNER software for accessible health monitoring.