AI-Based Covid-19 Diagnosis Approach Using Chest X-Ray and Chest CT-Images

The spread rate of the novel Covid-19 has been exponential since December 2019. The shortage of Covid-19 PCR testing kits is worsened by the lengthy turnaround process for test results that has a high rate of false negatives roughly above 30-40%. Among the available approaches for Covid-19 detection, AI-driven approaches are popular, but limited to identifying the patients based on one type of data either CT scan or Chest X-Ray images. Following research work is proposing an Artificial Intelligence-based Covid-19 detection application that can simultaneously analyze the images generated from CT scans and Chest X-Rays to improve the accurate results in real-time identifying Covid-19 infected patients with the use of Transfer Learning.