Fig. 1From: UMLF-COVID: an unsupervised meta-learning model specifically designed to identify X-ray images of COVID-19 patientsThe flow chart of UMLF-COVID. The model requires multiple classes of images, which will randomly sample n-way k-shot images and attach artificial labels. The augmentation function is adopted to generate the validation datasetBack to article page