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Signal and Information Processing for Healthcare Engineering

Heart Sound Segmentation using Switching Linear Dynamical Models


Localization of exact positions of the fundamental heart sounds (FHS) is an essential step towards automatic analysis of heart sound phonocardiogram (PCG) recordings, the automatic segmentation allows for data-driven classification of heart pathological events. Current approach using probabilistic models such as hidden Markov models (HMMs) has improved accuracy of heart sound segmentation.

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Authors:
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hu
Submitted On:
10 November 2017 - 10:14am
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[1] Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hu, "Heart Sound Segmentation using Switching Linear Dynamical Models", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2293. Accessed: Jun. 18, 2018.
@article{2293-17,
url = {http://sigport.org/2293},
author = {Fuad Noman; Sh-Hussain Salleh; Chee-Ming Ting; Hadri Hu },
publisher = {IEEE SigPort},
title = {Heart Sound Segmentation using Switching Linear Dynamical Models},
year = {2017} }
TY - EJOUR
T1 - Heart Sound Segmentation using Switching Linear Dynamical Models
AU - Fuad Noman; Sh-Hussain Salleh; Chee-Ming Ting; Hadri Hu
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2293
ER -
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hu. (2017). Heart Sound Segmentation using Switching Linear Dynamical Models. IEEE SigPort. http://sigport.org/2293
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hu, 2017. Heart Sound Segmentation using Switching Linear Dynamical Models. Available at: http://sigport.org/2293.
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hu. (2017). "Heart Sound Segmentation using Switching Linear Dynamical Models." Web.
1. Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hu. Heart Sound Segmentation using Switching Linear Dynamical Models [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2293