Detecting Lung Diseases from Exhaled Aerosols: Non-Invasive Lung Diagnosis Using Fractal Analysis and SVM Classification.

Each lung structure exhales a unique pattern of aerosols, which can be used to detect and monitor lung diseases non-invasively. The challenges are accurately interpreting the exhaled aerosol fingerprints and quantitatively correlating them to the lung diseases.In this study, we presented a paradigm...

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Bibliographic Details
Main Authors: Jinxiang Xi, Weizhong Zhao, Jiayao Eddie Yuan, JongWon Kim, Xiuhua Si, Xiaowei Xu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4589383?pdf=render