![]() ![]() Artificial intelligence (AI) and ML can be used in numerous applications such as cybersecurity, pedestrian detection, telemedicine, biometrics or sports analytics. But, the use of machine learning (ML)-based methods can improve efficiency, support medics in the diagnosis of COVID-19, speed up the time to diagnosis, and lighten the already burdened health care system.Īt the same time, modern technologies have gathered more interest. However, X-ray analysis can be time-consuming and requires highly educated specialists to interpret. Moreover, CXR imaging is more widely available than CT imaging, especially in developing countries due to high equipment and maintenance costs. This imaging modality is highly available and accessible in many clinical locations, and it is considered standard equipment in most healthcare systems. In addition, patients suffering from COVID-19 can also present with abnormalities on chest X-ray images that are characteristic of infection. ![]() The RT-PCR test can detect SARS-CoV-2 ribonucleic acid (RNA) from respiratory specimens (collected through nasopharyngeal or oropharyngeal swabs). Currently, the main screening method for detecting COVID-19 infections is reverse transcriptase-polymerase chain reaction (RT-PCR) testing. Currently, people all over the world are doing their best to overcome the pandemic’s impact on the social, medical, psychologic, economic, and industrial aspects of society. ![]() It has caused societies to close, crowded streets to become deserted, pubs and clubs to be silenced, and popular meeting places to die down. The occurrence of the COVID-19 pandemic in 2020 has shaken up the modern world. ![]()
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