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Noise detection in smartphone phonocardiogram | IEEE Conference Publication | IEEE Xplore

Noise detection in smartphone phonocardiogram


Abstract:

This paper presents a demo proposal of a standalone smartphone application that can automatically analyse the signal quality of PCG, as it is recorded on a low-cost smart...Show More
Notes: This article was mistakenly omitted from the original submission to IEEE Xplore. It is now included as part of the conference record.

Abstract:

This paper presents a demo proposal of a standalone smartphone application that can automatically analyse the signal quality of PCG, as it is recorded on a low-cost smartphone-based digital stethoscope. Features, related to the inherent pattern of the autocorrelated signal envelope, have been used for classifying and discarding the noisy portions from a continuous PCG. Our application has been successfully deployed on Nexus 5 and tested on several clean and noisy PCG signals with sensitivity 78.91% and specificity 70.83%.
Notes: This article was mistakenly omitted from the original submission to IEEE Xplore. It is now included as part of the conference record.
Date of Conference: 05-09 March 2017
Date Added to IEEE Xplore: 10 August 2017
ISBN Information:
Electronic ISSN: 2379-190X
Conference Location: New Orleans, LA, USA

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