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Author Bio

Taylor Miller

Taylor joined Health Catalyst in January 2017 as a Data Scientist. Prior to discovering Health Catalyst, he worked for TaskEasy as a Software Engineer and at University Pharmacy as a Pharmacist. Taylor earned his Doctorate of Pharmacy from the University of Utah.

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Heather Schoonover
Taylor Miller

Combatting the Opioid Epidemic with Next-Generation Risk Assessment Tools

The opioid-related death rate in the U.S. has quadrupled since 1999, making more effective ways to predict opioid misuse a healthcare priority. A new generation of machine learning-enabled risk assessment tools promises to deliver broader and more relevant insight into a patient’s risk.
With more comprehensive insight (including comorbidities, other substance abuse, the amount of medication prescribed, and the duration of opioid use), clinicians can make informed decisions when prescribing opioids and reduce the risk that patients will misuse, abuse, or overuse the pain killers. Clinicians will also be able to identify which patients might benefit from alternatives to opioid pain management (non-pharmacologic, multi-modal therapies, or care management programs).