Analysis of eligibility criteria representation in industry-standard clinical trial protocols
We compare textual complexity of full-text and ClinicalTrials.gov (CT) protocols. We use cosine-similarity measures to identify clusters for standardization. We find that CT protocols are very condensed and convey lesser information. Developing a template set is feasible and could lead to efficient criteria design.
clinical trials information retrieval natural language processing controlled vocabulary eligibility determination