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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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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Lee, Jongmin, Jung, Hyun Myung, Kim, Sook Kyung, Yoo, Kwang Ha, Jung, Ki-Suck, Lee, Sang Haak, Rhee, Chin Kook
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2019
Sujets:
Accès en ligne: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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