Predicting Hospitalization Due to COPD Exacerbations in Swedish Primary Care Patients Using Machine Learning – Based on the ARCTIC Study

PURPOSE: Chronic obstructive pulmonary disease (COPD) exacerbations can negatively impact disease severity, progression, mortality and lead to hospitalizations. We aimed to develop a model that predicts a patient’s risk of hospitalization due to severe exacerbations (defined as COPD-related hospital...

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Detalhes bibliográficos
Publicado no:Int J Chron Obstruct Pulmon Dis
Main Authors: Ställberg, Björn, Lisspers, Karin, Larsson, Kjell, Janson, Christer, Müller, Mario, Łuczko, Mateusz, Kjøller Bjerregaard, Bine, Bacher, Gerald, Holzhauer, Björn, Goyal, Pankaj, Johansson, Gunnar
Formato: Artigo
Idioma:Inglês
Publicado em: Dove 2021
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Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7981164/
https://ncbi.nlm.nih.gov/pubmed/33758504
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2147/COPD.S293099
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