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Machine learning prediction of combat basic training injury from 3D body shape images.

Steven MorseKevin TaltyPatrick KuiperMichael SciolettiSteven B HeymsfieldRichard L AtkinsonDiana M Thomas
Published in: PloS one (2020)
Body shape profiles generated from a three-dimensional body scanning imaging in military personnel predicted dischargeable physical injury. The ANN model can be programmed into the scanner to deliver instantaneous predictions of risk, which may provide an opportunity to intervene to prevent injury.
Keyphrases
  • machine learning
  • high resolution
  • deep learning
  • physical activity
  • optical coherence tomography
  • magnetic resonance
  • artificial intelligence
  • big data
  • mass spectrometry
  • electron microscopy