Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification

Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification

Effective management of chronic constrictive pulmonary conditions lies in proper and timely administration of medication. As a series of studies indicates, medication adherence can effectively be monitored by successfully identifying actions performed by patients during inhaler usage. This study foc...

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Bibliographic Details
Main Authors: Vaggelis Ntalianis, Nikos Dimitris Fakotakis, Stavros Nousias, Aris S. Lalos, Michael Birbas, Evangelia I. Zacharaki, Konstantinos Moustakas
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
deep sparse coding
convolutional neural networks
signal analysis
respiratory diseases
medication adherence
Online Access:https://www.mdpi.com/1424-8220/20/8/2363

Internet

https://www.mdpi.com/1424-8220/20/8/2363

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