The Application of CNN Algorithm in COVID-19 Disease Prediction Utilising X-Ray Images

In recent times, COVID-19 has emerged as important threat to researchers, healthcare professionals, & governments globally, offering issues from identification to treatment. The epidemic has led to extensive lockdowns, & efforts are being made by researchers to develop ways to prevent the spread the infection. The strategy that is frequently utilized is the analysis of lung pictures obtained from CT & X-ray scans. This method can be time-consuming& requires the skill of several radiologists to thoroughly review each report. To overcome this difficulty, we provide nCOVnet, a unique technique that quickly& precisely detects COVID-19 from chest X-ray images using deep learning neural networks. This strategy finds visual indicators unique to COVID-19 patients in radiographic imaging, providing a quick& accurate way for illness screening.