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Accurate prediction of three-dimensional humanoid avatars for anthropometric modeling.

Cassidy McCarthyMichael C WongJasmine BrownSophia RamirezShengping YangJonathan P BennettJohn A ShepherdSteven B Heymsfield
Published in: International journal of obesity (2005) (2024)
3D avatars predicted from demographic, physical, and other accessible characteristics can produce body representations with accurate anthropometric dimensions without a 3D scanner. Combining manifold regression algorithms into established body composition methods such as DXA, BIA, and other accessible methods provides new research and clinical opportunities.
Keyphrases
  • body composition
  • resistance training
  • bone mineral density
  • high resolution
  • machine learning
  • working memory
  • mental health
  • physical activity
  • image quality
  • contrast enhanced