Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection

arXiv — cs.CLWednesday, November 26, 2025 at 5:00:00 AM
  • Health Sentinel is an innovative AI pipeline designed for real-time detection of disease outbreaks, utilizing a multi-stage information extraction process that combines machine learning and non-machine learning methods to analyze online articles. This system aids the Media Scanning and Verification Cell at the National Centre for Disease Control in Delhi, India, by providing structured information on health events since its inception in April 2022.
  • The implementation of Health Sentinel represents a significant advancement in public health surveillance, allowing for quicker identification and response to potential health threats. By automating the extraction of relevant data from vast amounts of online content, it enhances the capacity of health authorities to intervene promptly, ultimately contributing to better health outcomes for the population.
— via World Pulse Now AI Editorial System

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