pathogen surveillance

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• Published Subscription Review Article 30 May 2026

  An Overview of AI-Driven IoT Framework for Real-Time Pathogen Surveillance and Predictive Decision Support: KSK Approach

  By Kazi Kutubuddin Sayyad Liyakat

  Abstract: The rapid globalization of trade and travel has underscored the critical need for proactive, data-driven systems capable of intercepting viral outbreaks before they cascade into global crises. This paper introduces an integrated architecture that fuses the Internet of Things (IoT) with advanced Machine Learning (ML) to establish a real-time, autonomous decision-making framework for viral studies. By deploying a dense network of smart biosensors and edge-computing nodes, our system continuously monitors …

  Published in International Journal of Virus Studies · Vol. 3, Issue 2, 2026 · pp. 7–14 Read article →