Unlike other deep learning methods that work in multiple steps, the mCNN performed color calibration in a single step, leading to more efficient processing of large datasets. The method was validated ...

In this paper, we elucidate the generalization challenge of deep learning based models trained for disease diagnosis. We use the example of COVID-19 diagnosis from CXRs. Solutions that mitigate ...