Jonathan D. Hughes

Development and validation of natural language processing pipelines to extract injury and surgery-related data elements from ACL reconstruction operative reports

BACKGROUND: Over 100,000 patients undergo ACLR each year in the United States, providing rich electronic medical record data to improve outcomes, but manual chart review can be time-consuming and expensive. Natural language processing (NLP) methods have been successfully used to...