Login / Signup

Accurate Prediction of Three-Dimensional Humanoid Avatars for Anthropometric Modeling.

Steven B HeymsfieldCassidy McCarthyMichael C WongJasmine BrownSophia RamirezShengping YangJonathan BennettJohn Shepherd
Published in: Research square (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
  • physical activity
  • working memory
  • mental health
  • computed tomography
  • image quality
  • postmenopausal women