TY - JOUR
T1 - Rheumatic Heart Disease Classification Using Adaptive Filters
AU - Panda, Nanda Kishor
AU - Subashini, M. Monica
AU - Kejriwal, Milind
PY - 2018
Y1 - 2018
N2 - An efficient and innovative method has been proposed in this paper to detect heart murmurs as a method to identify rheumatic fever with the use of adaptive filters, transform techniques and Neural Network Algorithms by considering various parameters such as number of peaks, Signal to Noise Ratio (SNR) and Power Spectral Density. Under optimum conditions the classification returned exact outputs even when the neural network was trained under false positive data thus showing its effectiveness.
AB - An efficient and innovative method has been proposed in this paper to detect heart murmurs as a method to identify rheumatic fever with the use of adaptive filters, transform techniques and Neural Network Algorithms by considering various parameters such as number of peaks, Signal to Noise Ratio (SNR) and Power Spectral Density. Under optimum conditions the classification returned exact outputs even when the neural network was trained under false positive data thus showing its effectiveness.
UR - http://www.scopus.com/inward/record.url?scp=85056768732&partnerID=8YFLogxK
U2 - 10.1051/matecconf/201822503006
DO - 10.1051/matecconf/201822503006
M3 - Conference article
AN - SCOPUS:85056768732
VL - 225
JO - MATEC Web of Conferences
JF - MATEC Web of Conferences
SN - 2261-236X
M1 - 03006
T2 - 2018 UTP-UMP-VIT Symposium on Energy Systems, SES 2018
Y2 - 18 September 2018 through 19 September 2018
ER -