The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays

Rachael Harkness, Geoff Hall, Alejandro F Frangi +2

Since the emergence of COVID-19, deep learning models have been developed to identify COVID-19 from chest X-rays. With little to no direct access to hospital data, the AI community…