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Ulrich Sax

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#machine learning Preprint Sep 2026

A Federated Artificial Intelligence Framework for Optimizing Pancreatic Cancer Treatment - Strategy Update

While a centralized approach involving patient consent to collect and analyze data centrally would theoretically offer the best data quality and predictive performance, it is not always feasible in practice. Federated Learning (FL) architectures have shown to be a very promising approach to use and access distributed d...

Anne-Christin Hauschild, Amirreza Aleyasin, N. Beyer et al. · 0 citations

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