Machine learning-driven prediction of opioid and stimulant-related drug overdose fatalities: Analysis of the potential fourth wave

2025-12-11 addiction medicine Title + abstract only

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Between 2010 and 2021, fentanyl and stimulants co-involved deaths increased from 0.6% to 32.3% of all overdose deaths in the U.S. The Centers for Disease Control and Prevention monitors overdose deaths, but reports are delayed by about 4 -6 months. Therefore, advanced methods are needed for optimized trend monitoring and preparing the healthcare system. We developed and compared traditional and machine learning (ML)-based time series prediction models for forecasting opioid and stimulant-involve...

Machine learning-driven prediction of opioid and stimulant-related drug overdose fatalities: Analysis of the potential fourth wave

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