Robust Feature Space Optimization and Noise Removal from PCG

Name: Robust Feature Space Optimization and Noise Removal from PCG
Brand: LAP Lambert Academic Publishing
SKU: 9786138388869
Price: 710 CZK
Availability: InStock

Autor: Arijit Ukil, Uttam Kumar Roy

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

710 Kč

In this book, we have proposed a novel noise removal method of PCG signals using robust feature spac...

Informace o knize

Autor

Arijit Ukil, Uttam Kumar Roy

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

EAN

9786138388869

Enbook ID

19346163

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

149

Rozměry

150 x 220 x 5

Kompletní popis

In this book, we have proposed a novel noise removal method of PCG signals using robust feature space optimization. The proposed method identifies the noisy PCG signals and eliminates them to ensure effective clinical analytics. We depict more than 85% accuracy and high specificity of identifying noisy PCG signals while experimenting over annotated PCG datasets from large publicly available MIT-Physionet database. We have also shown that propose noise removal has the capability to significantly improve the clinical utility like detection of cardiac normal/ abnormal condition from heart sound or PCG signals.

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Robust Feature Space Optimization and Noise Removal from PCG

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