2 papers
cs.AI2025
Actively evaluating and learning the distinctions that matter: Vaccine safety signal detection from emergency triage notes
Sedigh Khademi, Christopher Palmer, Muhammad Javed +4
The rapid development of COVID-19 vaccines has showcased the global communitys ability to combat infectious diseases. However, the need for post-licensure surveillance systems has…
cs.AI2025
Enhancing Vaccine Safety Surveillance: Extracting Vaccine Mentions from Emergency Department Triage Notes Using Fine-Tuned Large Language Models
Sedigh Khademi, Jim Black, Christopher Palmer +4
This study evaluates fine-tuned Llama 3.2 models for extracting vaccine-related information from emergency department triage notes to support near real-time vaccine safety surveill…