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Factors associated with chronic obstructive pulmonary disease exacerbation, based on big data analysis

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 c...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Lee, Jongmin, Jung, Hyun Myung, Kim, Sook Kyung, Yoo, Kwang Ha, Jung, Ki-Suck, Lee, Sang Haak, Rhee, Chin Kook
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6491439/
https://ncbi.nlm.nih.gov/pubmed/31040338
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-43167-w
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