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The Use of Electronic Health Record Metadata to Identify Nurse-Patient Assignments in the Intensive Care Unit: Algorithm Development and Validation.

Kathryn A RimanBillie S DavisJennifer B SeamanJeremy M Kahn
Published in: JMIR medical informatics (2022)
Metadata from the EHR can accurately identify individual nurse-patient assignments in the ICU. This information enables novel studies of ICU nurse staffing at the individual nurse-patient level, which may provide further insights into how nurse staffing can be leveraged to improve patient outcomes.
Keyphrases
  • electronic health record
  • primary care
  • case report
  • intensive care unit
  • machine learning
  • mechanical ventilation
  • healthcare
  • deep learning
  • extracorporeal membrane oxygenation