Moderna Vaccination AI

Project Overview

Developed by Imperial X Team, this hackathon project introduces an innovative solution to address vaccination hesitancy through AI-powered analytics and visualization tools. The project integrates real-time data analysis with practical medical information to support healthcare providers in their vaccination efforts.

Key Components

1. Vaccination Dashboard

The interactive dashboard serves as a comprehensive visualization platform for vaccination data:

• Regional mapping system with dynamic data display across England
• Customizable filtering system for analyzing:
  • Virus impact percentages
  • Vaccination hesitancy levels (Moderate, High, Severe)
  • Demographic breakdowns by age and gender
• Real-time data updates with smooth transitions between different views
• Interactive elements allowing for detailed data exploration

2. Social Media Analysis

This component monitors and analyzes vaccination-related discussions across social platforms:

• Automated tracking of high-impact posts and key opinion leaders
• Sentiment analysis categorizing content as positive or negative
• Multiple visualization timeframes:
  • Daily bi-directional bar charts
  • Weekly trend analysis
  • Monthly pattern recognition
• Impact scoring system measuring post reach and influence
• Automated data collection and storage through Supabase integration

3. Vaccination Hesitancy Mapping

An advanced AI-driven system for analyzing and improving patient-doctor interactions:

• Conversation analysis capabilities:
  • Real-time sentiment tracking
  • Key moment identification
  • Hesitancy trigger detection
• Strategic intervention tools:
  • Customized checklists for healthcare providers
  • Communication flow frameworks
  • Simulated dialogue scenarios
• Historical tracking and analysis storage

Technical Infrastructure

• Database: Supabase implementation for real-time data management
• AI Agents: Automated data collection and analysis
• Visualization: Interactive charts and maps
• Dashboard is using React
• Integration: Seamless connection between all components

Impact and Applications

The system provides healthcare professionals with:

• Data-driven insights into community vaccination trends
• Tools for identifying and addressing hesitancy factors
• Personalized strategies for patient communication
• Historical data for tracking intervention effectiveness

This comprehensive solution combines cutting-edge AI technology with practical medical information, creating a powerful tool for addressing vaccine hesitancy in modern healthcare settings.

Built With

• python
• react
• typescript