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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Vydáno v:Chest
Hlavní autoři: 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.
Médium: Artigo
Jazyk:Inglês
Vydáno: American College of Chest Physicians 2020
Témata:
CHEST Review
On-line přístup: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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