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Natural Language Processing for Adjudication of Heart Failure Hospitalizations in a Multi-Center Clinical Trial

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 pre...

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Detalles Bibliográficos
Autores principales: Cunningham, Jonathan W., Singh, Pulkit, Reeder, Christopher, Claggett, Brian, Marti-Castellote, Pablo M., Lau, Emily S., Khurshid, Shaan, Batra, Puneet, Lubitz, Steven A., Maddah, Mahnaz, Philippakis, Anthony, Desai, Akshay S., Ellinor, Patrick T., Vardeny, Orly, Solomon, Scott D., Ho, Jennifer E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10473787/
https://www.ncbi.nlm.nih.gov/pubmed/37662283
http://dx.doi.org/10.1101/2023.08.17.23294234