The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria. (arXiv:2207.13757v1 [cs.CL])

Identifying cohorts of patients based on eligibility criteria such as medical
conditions, procedures, and medication use is critical to recruitment for
clinical trials. Such criteria are often most naturally described in free-text,
using language familiar to clinicians and researchers. In order to identify
potential participants at scale, these criteria must first be translated into
queries on clinical databases, which can be labor-intensive and error-prone.
Natural language processing (NLP) methods offer a potential means of such
conversion into database queries automatically. …

arxiv clinical trial clinical trials generation query