KL-regularised Group DRO improves F1 scores for multi-site COVID-19 CT classification and gender-fair four-class lung pathology recognition over prior challenge baselines.
Adverin: Monotonic adversarial in- tensity attack for domain generalization in medical image segmentation.Medical Image Analysis, 107:103848
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Towards Fair and Robust Volumetric CT Classification via KL-Regularised Group Distributionally Robust Optimisation
KL-regularised Group DRO improves F1 scores for multi-site COVID-19 CT classification and gender-fair four-class lung pathology recognition over prior challenge baselines.