1 INTRODUCTION

2 COVID-19 DATASET AND MEDICAL IMAGE MANIFESTATIONS

3 IMAGE PREPROCESSING TECHNOLOGIES

4 IMAGE SEGMENTATION

5 OVERALL ANALYSIS OF DL-BASED METHODS FOR COVID-19 DIAGNOSIS

6 QUANTIFY THE SEVERITY OF COVID-19 PATIENTS

7 CHALLENGES AND FUTURE WORK

8 CONCLUSION