Role of Artificial Intelligence in Diagnosis of Covid-19 Using CT-Scan

Sherif K., Gadallah Y.E., Ahmed K., ELsayed S., Mohamed A.W.

Machine learning (ML) and deep learning (DL) have been broadly used in our daily lives in different ways. Early detection of COVID-19 built on chest Computerized tomography CT empowers suitable management of patients and helps control the spread of the disease. We projected an artificial intelligence (AI) system for rapid COVID-19 detection using analysis of CTs of COVID-19 depending on the AI system. We developed and evaluated our system on a large dataset with more than 3000 CT volumes from COVID-19, viral community-acquired pneumonia (CAP) and non-pneumonia subjects—1601 positive cases, 1626 negative cases. © 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.