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JUNE 16, 2023

Machine Learning Identifies Patients at Risk for Nonadherence

By Gina Shaw

A novel machine learning (ML) project, inspired by a single IT employee with Amber Specialty Pharmacy, harnesses pharmacy data to predict patient nonadherence to medication before it happens, creating opportunities for clinicians to intervene proactively. 

“ML can quickly analyze volumes of data that clinicians couldn’t possibly do in a reasonable amount of time,” said Kelli Wyant, PharmD, Amber’s senior vice president of operations, in a session at