Can clinical audits be enhanced by pathway simulation and machine learning? An example from the acute stroke pathway

OBJECTIVE: To evaluate the application of clinical pathway simulation in machine learning, using clinical audit data, in order to identify key drivers for improving use and speed of thrombolysis at individual hospitals. DESIGN: Computer simulation modelling and machine learning. SETTING: Seven acute...

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Detalles Bibliográficos
Autores principales: Allen, Michael, Pearn, Kerry, Monks, Thomas, Bray, Benjamin D, Everson, Richard, Salmon, Andrew, James, Martin, Stein, Ken
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
Materias:
Health Services Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756466/
https://www.ncbi.nlm.nih.gov/pubmed/31530590
http://dx.doi.org/10.1136/bmjopen-2018-028296

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6756466/
https://www.ncbi.nlm.nih.gov/pubmed/31530590
http://dx.doi.org/10.1136/bmjopen-2018-028296

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