Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications

Siyuan He, Pengcheng Xi, Ashkan Ebadi +2

Effective representation learning is the key in improving model performance for medical image analysis. In training deep learning models, a compromise often must be made between pe…