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Constructing an Adapted Cascade of Diabetes Care Using Inpatient Admissions Data: Cross-sectional Study.

Irene RyanCynthia J HerrickMary F E EbelingRandi E Foraker
Published in: JMIR diabetes (2022)
We conclude that inpatient EHR data do not adequately capture the care cascade as defined in the outpatient setting. In particular, missing data in this setting may preclude assessment of glycemic control. Future work should integrate inpatient and outpatient data sources to complete the picture of diabetes care.
Keyphrases
  • electronic health record
  • palliative care
  • glycemic control
  • big data
  • mental health
  • type diabetes
  • healthcare
  • acute care
  • machine learning
  • blood glucose
  • drinking water
  • deep learning
  • current status