AI-Powered IoT for COVID-19

5  Genetically Optimized Computer-Aided Diagnosis for Detection and Classification of COVID-19

S. Punitha, Fadi Al-Turjman, and Thompson Stephan

Contents

5.1 Introduction

5.2 Related Works

5.3 Problem Definition

5.4 Proposed Methodology

5.4.1 Data Acquisition

5.4.2 Preprocessing

5.4.3 Segmentation Using Optimized Region Growing

5.4.4 Feature Extraction and Feature Selection

5.4.5 Two Stage Classification Using Genetically Optimized ANN Classification

5.4.5.1 Stage 1 Classification

5.4.5.2 Stage 2 Classification

5.5 Performance Analysis of the Proposed Methodology

5.5.1 Parameter Settings and Experimental Setup

5.5.2 Segmentation Performance of Proposed Methodology

5.5.3 Classification Performance of the Proposed Approach

5.6 Conclusion

References ...