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Robust Feature Space Optimization and Noise Removal from PCG

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Robust Feature Space Optimization and Noise Removal from PCG Arijit Ukil
Libristo kod: 19346163
Nakladnici LAP Lambert Academic Publishing, studeni 2017
In this book, we have proposed a novel noise removal method of PCG signals using robust feature spac... Cijeli opis
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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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Informacije o knjizi

Puni naziv Robust Feature Space Optimization and Noise Removal from PCG
Autor Arijit Ukil, Uttam Kumar Roy
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2018
Broj stranica 88
EAN 9786138388869
Libristo kod 19346163
Nakladnici LAP Lambert Academic Publishing
Težina 149
Dimenzije 150 x 220 x 5
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