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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...

詳細記述

保存先:
書誌詳細
出版年:Sci Rep
主要な著者: Lee, Jongmin, Jung, Hyun Myung, Kim, Sook Kyung, Yoo, Kwang Ha, Jung, Ki-Suck, Lee, Sang Haak, Rhee, Chin Kook
フォーマット: Artigo
言語:Inglês
出版事項: Nature Publishing Group UK 2019
主題:
オンライン・アクセス: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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