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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Vydané v:	Sensors (Basel, Switzerland) Ročník 20; číslo 8; s. 2363
Hlavní autori:	Ntalianis, Vaggelis, Fakotakis, Nikos Dimitris, Nousias, Stavros, Lalos, Aris S., Birbas, Michael, Zacharaki, Evangelia I., Moustakas, Konstantinos
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Switzerland MDPI 21.04.2020 MDPI AG
Predmet:	Adult convolutional neural networks deep sparse coding Female Humans Male Medication Adherence Metered Dose Inhalers Nebulizers and Vaporizers Neural Networks, Computer respiratory diseases Respiratory Distress Syndrome signal analysis Sound Young Adult signal analysis deep sparse coding convolutional neural networks medication adherence respiratory diseases
ISSN:	1424-8220, 1424-8220
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