In the Picture: Medical Imaging Datasets
Hotel Nyborg Strand Østerøvej 2, Nyborg, DenmarkMachine learning has shown promising results in medical image diagnosis, at times with claims of expert-level performance. However, algorithms with high reported performances do not always generalize to real-life settings, leading to incorrect and/or biased diagnoses. Two key datasets-related issues contribute to this challenge: (i) the presence of shortcuts, i.e. spurious correlations between artifacts in […]
