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

Published: 16 August 2023
on channel: Toronto Machine Learning Series (TMLS)

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.

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