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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Dettagli Bibliografici
Pubblicato in:Chest
Autori principali: 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.
Natura: Artigo
Lingua:Inglês
Pubblicazione: American College of Chest Physicians 2020
Soggetti:
CHEST Review
Accesso online: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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