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Using the Hendrich II Inpatient Fall Risk Screen to Predict Outpatient Falls After Emergency Department Visits.

Brian W PattersonMichael D RepplingerMichael S PuliaRobert J BattJames E SvensonAlex TrinhEneida A MendonçaMaureen A SmithAzita G HamedaniManish N Shah
Published in: Journal of the American Geriatrics Society (2018)
Routinely collected Hendrich II scores were correlated with outpatient falls, but it is likely that they would have little utility as a stand-alone fall risk screen. When combined with easily extractable covariates, the screen performs much better. These results highlight the potential for secondary use of electronic health record data for risk stratification of individuals in the ED. Using data already routinely collected, individuals at high risk of falls after discharge could be identified for referral without requiring additional screening resources.
Keyphrases
  • electronic health record
  • emergency department
  • high throughput
  • adverse drug
  • clinical decision support
  • community dwelling
  • big data
  • primary care
  • mental health
  • risk assessment
  • human health
  • deep learning