Assessment of support vector machines and convolutional neural networks to detect snoring using Emfit mattress

Perez-Macias, JM; Adavanne, S; Viik, J; Varri, A; Himanen, SL; Tenhunen, M

Perez-Macias, JM (reprint author), Univ Technol, Fac Fac Biomed Sci & Engn, Tampere 33720, Finland.

2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017; ( ): 2883

Abstract

Snoring (SN) is an essential feature of sleep breathing disorders, such as obstructive sleep apnea (OSA). In this study, we evaluate epoch-based snori......

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