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Stefan Winzeck
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Risk of Bias in Chest X-ray Foundation Models


Sep 07, 2022
Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck

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* Code available under https://github.com/biomedia-mira/chexploration 
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Algorithmic encoding of protected characteristics and its implications on disparities across subgroups


Oct 27, 2021
Ben Glocker, Stefan Winzeck

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* Code available on https://github.com/biomedia-mira/chexploration 
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Transductive image segmentation: Self-training and effect of uncertainty estimation


Aug 02, 2021
Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F. J. Newcombe, Ben Glocker

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* Published at Domain Adaptation and Representation Transfer (DART) wshop at MICCAI 2021. This version improves methods' names and adds 1 experiment in Tab.3a 
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Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification


Jul 16, 2021
Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea Rockall, Ben Glocker

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* Accepted at MICCAI 2021 
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