Coronavirus Disease

Coronavirus disease (COVID-19) research focuses on improving diagnosis, risk assessment, and pandemic management. Current efforts utilize machine learning, particularly deep learning models like convolutional neural networks (CNNs) and transformers, to analyze chest X-rays and CT scans for faster and more accurate diagnosis, and to predict disease progression using clinical variables and epidemiological data. These advancements aim to improve public health responses through automated risk assessment, efficient contact tracing, and enhanced diagnostic capabilities, ultimately aiding in the control and mitigation of future outbreaks.