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Machine Learning Characterization of COPD Subtypes: Insights From the COPDGene Study

COPD is a heterogeneous syndrome. Many COPD subtypes have been proposed, but there is not yet consensus on how many COPD subtypes there are and how they should be defined. The COPD Genetic Epidemiology Study (COPDGene), which has generated 10-year longitudinal chest imaging, spirometry, and molecula...

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Detalhes bibliográficos
Publicado no:Chest
Main Authors: Castaldi, Peter J., Boueiz, Adel, Yun, Jeong, Estepar, Raul San Jose, Ross, James C., Washko, George, Cho, Michael H., Hersh, Craig P., Kinney, Gregory L., Young, Kendra A., Regan, Elizabeth A., Lynch, David A., Criner, Gerald J., Dy, Jennifer G., Rennard, Stephen I., Casaburi, Richard, Make, Barry J., Crapo, James, Silverman, Edwin K., Hokanson, John E.
Formato: Artigo
Idioma:Inglês
Publicado em: American College of Chest Physicians 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7242638/
https://ncbi.nlm.nih.gov/pubmed/31887283
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.chest.2019.11.039
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