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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...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| 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 |