Identifying Signs and Symptoms of Urinary Tract Infection from Emergency Department Clinical Notes Using Large Language Models

For annotation we employed Prodigy, a scriptable annotation tool designed to maximize efficiency, enabling data scientists to perform the annotation tasks themselves and facilitating rapid iterative development in natural language processing (NLP) projects.

annotation biomedical clinical data data scientists development efficiency emergency enabling infection iterative language language models language processing large language large language models llms natural natural language natural language processing nlp notes paper processing prodigy projects scientists tasks tool