Factors associated with chronic obstructive pulmonary disease exacerbation, based on big data analys...
Factors associated with chronic obstructive pulmonary disease exacerbation, based on big data analysis
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Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
Preventing exacerbation in chronic obstructive pulmonary disease (COPD) patients is crucial, but requires identification of the exacerbating factors. To date, no integrated analysis of patient-derived and external factors has been reported. To identify factors associated with COPD exacerbation, we collected data, including smoking status, lung func...
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Full title
Factors associated with chronic obstructive pulmonary disease exacerbation, based on big data analysis
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TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6491439
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6491439
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-019-43167-w