Parnian Afshar - Capsule Network-based Framework for Identification of COVID cases from X-ray Images

We present a modeling framework based on Capsule Networks, referred to as the COVID-CAPS, being capable of handling small datasets, which is of significant importance due to the sudden and rapid emergence of COVID-19. Our results based on a dataset of X-ray images show that COVID-CAPS has an advantage over previous CNN-based models.