COVID-19
Federated Learning for COVID-19 Detection: Promising Artificial Intelligence Research
Researchers at the University of Medicine and Pharmacy Craiova have developed a federated learning framework using pre-trained deep learning models to detect COVID-19 from unsegmented chest CT images. This approach demonstrates promising results, with a centralized VGG-16 model achieving a training categorical accuracy of 93.90% and a validation accuracy