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Improving model fairness in image-based computer-aided diagnosis

Nature Communications A novel loss function for improved group fairness in chest X-ray classification.

Severe aortic stenosis detection by deep learning applied to echocardiography

European Heart Journal Accurate and generalizable detection of severe aortic stenosis based on single-view echocardiography.

Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays

IEEE Transactions on Medical Imaging A Transformer for weakly supervised disease localization that uses a novel feedback loop between (local) radiomics features and (global) chest X-ray features.