Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals

2017 ◽  
Vol 83 ◽  
pp. 48-58 ◽  
Author(s):  
Vidya K. Sudarshan ◽  
U.Rajendra Acharya ◽  
Shu Lih Oh ◽  
Muhammad Adam ◽  
Jen Hong Tan ◽  
...  
Keyword(s):  
Heart Failure ◽  
Congestive Heart Failure ◽  
Wavelet Transform ◽  
Statistical Features ◽  
Complex Wavelet Transform ◽  
Automated Diagnosis ◽  
Ecg Signals ◽  
Complex Wavelet

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals

2018 ◽  
Vol 49 (1) ◽  
pp. 16-27 ◽  
Author(s):  
U Rajendra Acharya ◽  
Hamido Fujita ◽  
Shu Lih Oh ◽  
Yuki Hagiwara ◽  
Jen Hong Tan ◽  
...  
Keyword(s):  
Neural Network ◽  
Heart Failure ◽  
Congestive Heart Failure ◽  
Convolutional Neural Network ◽  
Deep Convolutional Neural Network ◽  
Automated Diagnosis ◽  
Ecg Signals
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