Adverse Events Reporting System for Vaccine Safety Surveillance: A Comprehensive Analysis

• Integrated AERS with VAERS, VSD, and CISA improved adverse event detection by 25%. • Natural language processing enabled automated signal detection from unstructured reports. • New safety signals for influenza and COVID-19 vaccines were identified. • The framework supports proactive vaccine safety monitoring and public health decision-making.