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Nuffield Department of Population Health, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford
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Segmentation models implicitly learn powerful object-centric representations that outperform encoder-based feature extraction for medical image prediction, even without explicit downstream supervision.