Machine learning did not beat logistic regression in time series prediction for severe asthma exacerbations

Early detection of severe asthma exacerbations through home monitoring data in patients with stable mild-to-moderate chronic asthma could help to timely adjust medication. We evaluated the potential of machine learning methods compared to a clinical rule and logistic regression to predict severe exa...

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Detalles Bibliográficos
Autores principales: de Hond, Anne A. H., Kant, Ilse M. J., Honkoop, Persijn J., Smith, Andrew D., Steyerberg, Ewout W., Sont, Jacob K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9701686/
https://www.ncbi.nlm.nih.gov/pubmed/36437306
http://dx.doi.org/10.1038/s41598-022-24909-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9701686/
https://www.ncbi.nlm.nih.gov/pubmed/36437306
http://dx.doi.org/10.1038/s41598-022-24909-9

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