Natural Language Processing for Adjudication of Heart Failure Hospitalizations in a Multi-Center Clinical Trial
Jonathan W. Cunningham,
Pulkit Singh,
Christopher Reeder
et al.
Abstract:Background: The gold standard for outcome adjudication in clinical trials is chart review by a physician clinical events committee (CEC), which requires substantial time and expertise. Automated adjudication by natural language processing (NLP) may offer a more resource-efficient alternative. We previously showed that the Community Care Cohort Project (C3PO) NLP model adjudicates heart failure (HF) hospitalizations accurately within one healthcare system. Methods: This study externally validated the C3PO NLP m… Show more
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