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Modelling future bone mineral density: Simplicity or complexity?

E ErjiangJohn J CareyTingyan WangMina EbrahimiarjestanLan YangMary DempseyMing YuWing P ChanBryan WhelanCarmel SilkeMiriam O'SullivanBridie RooneyAoife McPartlandGráinne O'MalleyAttracta Brennan
Published in: Bone (2024)
Deep learning-based and statistical models have potential to forecast future BMD using longitudinal clinical data. These methods have the potential to augment clinical decisions regarding when to repeat BMD testing in the assessment of osteoporosis.
Keyphrases
  • bone mineral density
  • postmenopausal women
  • deep learning
  • body composition
  • current status
  • machine learning
  • electronic health record
  • convolutional neural network