Respiratory Sound Based Classification of Chronic Obstructive Pulmonary Disease: a Risk Stratification Approach in Machine Learning Paradigm.

This article investigates the classification of normal and COPD subjects on the basis of respiratory sound analysis using machine learning techniques. Thirty COPD and 25 healthy subject data are recorded. Total of 39 lung sound features and 3 spirometry features are extracted and evaluated. Various...

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Bibliographic Details

Published in:	Journal of Medical Systems Vol. 43; no. 8
Main Authors:	Haider, Nishi Shahnaj, Singh, Bikesh Kumar, Periyasamy, R., Behera, Ajoy K.
Format:	research tables/charts Journal Article
Published:	Springer Nature Aug2019
Online Access:	View this record in EBSCOhost