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Steven D. Shirk

1 paper indexed

crossrefFrontiers in Digital Health2026-07-03

Identifying risk factors for drug use recurrence with ecological momentary assessment, wearable technologies, and machine learning: a feasibility trial of peer recovery support specialist intervention

James J. Mahoney III, Victor S. Finomore, Jennifer L. Marton, Lucinda J. England, Sara McFoy, Danielle Romanoff, et al.

Background Identifying predictors of relapse/drug use recurrence (DUR) in real-time could allow the rapid implementation of overdose prevention interventions for those with substance use disorders (SUD). Wearable devices and phone-based applications for self-reported assessments…

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