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04/24/2023
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications
The real-world implementation of federated learning is complex and requi...
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02/15/2023
Are labels informative in semi-supervised learning? – Estimating and leveraging the missing-data mechanism
Semi-supervised learning is a powerful technique for leveraging unlabele...
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05/17/2022
Privacy Preserving Image Registration
Image registration is a key task in medical imaging applications, allowi...
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03/14/2022
Don't fear the unlabelled: safe deep semi-supervised learning via simple debiasing
Semi supervised learning (SSL) provides an effective means of leveraging...
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05/24/2017