A 19-layer convolutional neural network for accurate COVID-19 detection in chest X-ray images: comparative analysis with pretrained networks

Researchers have developed a 19-layer convolutional neural network (CNN) to detect COVID-19 and other lung conditions from chest X-ray images. The model demonstrates superior accuracy compared to existing pre-trained networks, suggesting potential for clinical diagnostic support.