Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation

Thomas Buddenkotte, Lorena Escudero Sanchez, Mireia Crispin-Ortuzar, Ramona Woitek, Cathal McCague, James D. Brenton, Ozan Öktem, Evis Sala, Leonardo Rundo. Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation. Comp. in Bio. and Med., 163:107096, September 2023. [doi]

Authors

Thomas Buddenkotte

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Lorena Escudero Sanchez

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Mireia Crispin-Ortuzar

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Ramona Woitek

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Cathal McCague

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James D. Brenton

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Ozan Öktem

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Evis Sala

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Leonardo Rundo

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