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Developing a Prediction Model for Identification of Distinct Perioperative Clinical Stages in Spine Surgery With Smartphone-Based Mobility Data.

Hasan S AhmadAndrew I YangGregory W BasilDisha JoshiMichael Y WangWilliam C WelchJang W Yoon
Published in: Neurosurgery (2022)
The perioperative clinical course of patients undergoing spine surgery was systematically classified using smartphone-based mobility data. Our findings highlight the potential utility of such data in a novel quantitative and longitudinal surgical outcome measure.
Keyphrases
  • patients undergoing
  • electronic health record
  • big data
  • cardiac surgery
  • cross sectional
  • high resolution
  • risk assessment
  • data analysis
  • climate change
  • mass spectrometry
  • deep learning