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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Detalles Bibliográficos
Autores principales: Lee, Jongmin, Jung, Hyun Myung, Kim, Sook Kyung, Yoo, Kwang Ha, Jung, Ki-Suck, Lee, Sang Haak, Rhee, Chin Kook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6491439/
https://www.ncbi.nlm.nih.gov/pubmed/31040338
http://dx.doi.org/10.1038/s41598-019-43167-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6491439/
https://www.ncbi.nlm.nih.gov/pubmed/31040338
http://dx.doi.org/10.1038/s41598-019-43167-w

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