Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening

OBJECTIVE: Efficiently identifying eligible patients is a crucial first step for a successful clinical trial. The objective of this study was to test whether an approach using electronic health record (EHR) data and an ensemble machine learning algorithm incorporating billing codes and data from cli...

Descripción completa

Detalles Bibliográficos
Autores principales: Cai, Tianrun, Cai, Fiona, Dahal, Kumar P., Cremone, Gabrielle, Lam, Ethan, Golnik, Charlotte, Seyok, Thany, Hong, Chuan, Cai, Tianxi, Liao, Katherine P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449035/
https://www.ncbi.nlm.nih.gov/pubmed/34296815
http://dx.doi.org/10.1002/acr2.11289

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449035/
https://www.ncbi.nlm.nih.gov/pubmed/34296815
http://dx.doi.org/10.1002/acr2.11289

Ejemplares similares