Prediction of 30-Day Readmission After Stroke Using Machine Learning and Natural Language Processing

Background and Purpose: This study aims to determine whether machine learning (ML) and natural language processing (NLP) from electronic health records (EHR) improve the prediction of 30-day readmission after stroke. Methods: Among index stroke admissions between 2011 and 2016 at an academic medical...

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Detalhes bibliográficos
Publicado no:Front Neurol
Main Authors: Lineback, Christina M., Garg, Ravi, Oh, Elissa, Naidech, Andrew M., Holl, Jane L., Prabhakaran, Shyam
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Neurology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8315788/
https://ncbi.nlm.nih.gov/pubmed/34326805
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fneur.2021.649521
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