Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department

Abstract

By exploiting the text of trial criteria and the content of EHRs, we demonstrated that NLP-, IE-, and ML-based automated ES could successfully identify patients for clinical trials.