Viktoriia Liu

Explainable Deep Learning for COVID-19 and Pneumonia Classification in Chest X-ray Images Using Layer-Wise Relevance Propagation

Accurate and interpretable diagnosis of coronavirus disease 2019 (COVID-19) and pneumonia from chest X-ray images is critical for timely clinical decision-making, yet many deep learning models remain difficult to interpret in medical settings. In this study, a convolutional neural network (CNN) was developed to classif...