Development and validation of natural language processing pipelines to extract injury and surgery-related data elements from ACL reconstruction operative reports
The NLP pipelines have the potential to extract relevant operative information for a large cohort of patients to support clinical research, such as identifying predictors of subsequent surgery after ACLR and can inform the planning of future studies using larger training sets and more advanced NLP methods.