Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification

Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros

While deep learning models become more widespread, their ability to handle unseen data and generalize for any scenario is yet to be challenged. In medical imaging, there is a high…