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Correlating exhaled aerosol images to small airway obstructive diseases: A study with dynamic mode decomposition and machine learning

BACKGROUND: Exhaled aerosols from lungs have unique patterns, and their variation can be correlated to the underlying lung structure and associated abnormities. However, it is challenging to characterize such aerosol patterns and differentiate their difference because of their complexity. This chall...

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Detalles Bibliográficos
Autores principales: Xi, Jinxiang, Zhao, Weizhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6354993/
https://www.ncbi.nlm.nih.gov/pubmed/30703132
http://dx.doi.org/10.1371/journal.pone.0211413