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External validation of a deep learning model for predicting bone mineral density on chest radiographs.

Takamune AsamotoYasuhiko TakegamiYoichi SatoShunsuke TakaharaNorio YamamotoNaoya InagakiSatoshi MakiMitsuru SaitoShiro Imagama
Published in: Archives of osteoporosis (2024)
Our model, which was externally validated using data obtained at facilities other than the development environment, predicted BMD of femoral neck on chest radiographs. The model performed well and showed potential for clinical use.
Keyphrases
  • bone mineral density
  • deep learning
  • postmenopausal women
  • body composition
  • machine learning
  • electronic health record
  • artificial intelligence
  • risk assessment
  • climate change