Tag: Signal Detection

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Can AI Replace Signal Detection?

Can AI Replace Signal Detection? The simple answer we have is, not yet, and not entirely. For sure, Artificial Intelligence (AI) is, or will be, capable of rapid scanning of humongous Pharmacovigilance databases, including FAERS,

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FDA Pharmacovigilance: A Comprehensive Resource for Drug Safety Surveillance in 2026

FDA Pharmacovigilance Status Quo: Do you know? The Food and Drug Administration’s (FDA’s) Adverse Event Reporting System (FAERS) contains 25 million adverse event reports in its database. The Agency processes more than 2 million ADRs

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Deep Dive: Best Practices for Robust Signal Detection and Management in Real-World Data

In an era where real-world data (RWD) is reshaping pharmacovigilance, the ability to detect and manage safety signals effectively has become a cornerstone of regulatory compliance and patient protection. With data flowing from electronic health

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PRAC June 2025 Meeting Insights: What It Means & How Vigilare Biopharma Can Help

From Vigilare Biopharma: The recent PRAC meeting (2-5 June 2025) underscores the relentless pace of pharmacovigilance evolution. From gene therapy safety to AI integration and refined risk management for established classes, the demands on sponsors

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