Public Health and Disease Surveillance

Research on using LLMs for public health monitoring, disease surveillance, outbreak detection, and health policy simulation

Hero image

Public Health and Disease Surveillance

Research on Large Language Models in Public Health and Disease Surveillance

Simulating Vaccine Decisions with AI Agents

Simulating Vaccine Decisions with AI Agents

Using generative agents to model public health behaviors without human trials

Digital Early Warning: Detecting Avian Influenza Outbreaks

Digital Early Warning: Detecting Avian Influenza Outbreaks

Leveraging social media and search trends for faster disease detection

Detecting Foodborne Illness through Online Reviews

Detecting Foodborne Illness through Online Reviews

Leveraging LLMs to enhance public health surveillance

LLMs as Research Partners in Social Sciences

LLMs as Research Partners in Social Sciences

How DeepSeek-R1 is transforming humanities research

OmniGeo: Revolutionizing GeoAI

OmniGeo: Revolutionizing GeoAI

Harnessing Multimodal LLMs for Advanced Geospatial Intelligence

AI-Powered Food Safety Detection

AI-Powered Food Safety Detection

Using LLMs to Identify Food Hazards from Text

AI-Powered Patient Experience Analysis

AI-Powered Patient Experience Analysis

Using LLMs to decode urgent care satisfaction drivers from online reviews

LLM-Powered Simulations for Healthcare

LLM-Powered Simulations for Healthcare

Using AI to Model Maternal Health Interventions Where Data is Scarce

Social Media Intelligence for Disaster Response

Social Media Intelligence for Disaster Response

Using LLMs to deliver stakeholder-specific crisis insights

AI Simulation of Persuasive Dialogues on Sustainable Eating

AI Simulation of Persuasive Dialogues on Sustainable Eating

Using LLM-based generative agents to model meat reduction conversations

LLM Bias in Healthcare Decision Simulation

LLM Bias in Healthcare Decision Simulation

Evaluating how well AI agents represent real human healthcare choices

AI-Enhanced Vaccine Communication

AI-Enhanced Vaccine Communication

Leveraging LLMs to Improve Public Health Messaging

AI-Powered Drug Overdose Detection in Social Media

Using LLMs to identify substance use patterns and overdose risks in real-time

Key Takeaways

Summary of Research on Public Health and Disease Surveillance