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Review Open access Sep 2026

Machine learning-assisted mRNA vaccine pharmacovigilance: a systematic review of multi-source real-world data

The rapid deployment of mRNA vaccines during the COVID-19 pandemic exposed limitations in traditional pharmacovigilance systems, including delayed reporting, high underreporting rates, and inability to calculate true incidence. Machine learning (ML) offers new pathways to overcome these challenges by integrating multi-...

Yu-Long He, Yan Mao, Xin-Yue Wang · 0 citations

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