Lessons and tips for designing a machine learning study using EHR data

Machine learning (ML) provides the ability to examine massive datasets and uncover patterns within data without relying on a priori assumptions such as specific variable associations, linearity in relationships, or prespecified statistical interactions. However, the application of ML to healthcare d...

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Detalles Bibliográficos
Autores principales: Arbet, Jaron, Brokamp, Cole, Meinzen-Derr, Jareen, Trinkley, Katy E., Spratt, Heidi M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2020
Materias:
Review Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8057454/
https://www.ncbi.nlm.nih.gov/pubmed/33948244
http://dx.doi.org/10.1017/cts.2020.513

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8057454/
https://www.ncbi.nlm.nih.gov/pubmed/33948244
http://dx.doi.org/10.1017/cts.2020.513

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