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Improving Prediction of Risk of Hospital Admission in Chronic Obstructive Pulmonary Disease: Application of Machine Learning to Telemonitoring Data

BACKGROUND: Telemonitoring of symptoms and physiological signs has been suggested as a means of early detection of chronic obstructive pulmonary disease (COPD) exacerbations, with a view to instituting timely treatment. However, algorithms to identify exacerbations result in frequent false-positive...

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Detalhes bibliográficos
Publicado no:J Med Internet Res
Main Authors: Orchard, Peter, Agakova, Anna, Pinnock, Hilary, Burton, Christopher David, Sarran, Christophe, Agakov, Felix, McKinstry, Brian
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6231768/
https://ncbi.nlm.nih.gov/pubmed/30249589
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/jmir.9227
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