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Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study

Jingkuan Song, Jie Yang, Benjamin M. Smith, Pallavi P. Balte, Eric A. Hoffman, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini. Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study. In 14th IEEE International Symposium on Biomedical Imaging, ISBI 2017, Melbourne, Australia, April 18-21, 2017. pages 375-378, IEEE, 2017. [doi]

Authors

Jingkuan Song

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Jie Yang

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Benjamin M. Smith

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Pallavi P. Balte

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Eric A. Hoffman

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R. Graham Barr

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Andrew F. Laine

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Elsa D. Angelini

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