Research Advances in Intelligent Computing

10Ensemble Convolutional Neural NetworkA Bidimensional EMD Model for ECG Denoising

Parvathy Rema and Manju Bhaskara Panicker Radha

Department of Mathematics, Amrita School of Arts and Sciences, Amritapuri Campus Vallikavu, India

DOI: 10.1201/9781003320340-10

CONTENTS

• 10.1 Introduction

• 10.2 Proposed Ensemble CNN-BEMD Model

• 10.3 Methodology

  • 10.3.1 Bidimensional Empirical Mode Decomposition (BEMD)

  • 10.3.2 Denoising Convolutional Neural Network

• 10.4 Experimental Evaluation

  • 10.4.1 Experimental Setup and Training of the Model

  • 10.4.2 Testing the Model and Performance Evaluation

• 10.5 Results

• 10.6 Conclusion

• References

10.1 Introduction

Heart disorders are considered one of the leading causes of death in all populations worldwide. It is an ...