A federated learning system for precision oncology in Europe: DigiONE

Piers Mahon, Ismini Chatzitheofilou,Andre Dekker, Xosé Fernández,Geoff Hall,Aslaug Helland,Alberto Traverso, Cedric Van Marcke,Janne Vehreschild, Gennaro Ciliberto,Giovanni Tonon

Nature Medicine（2024）

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摘要

DigiONE is a pilot European learning health system in precision oncology that aims to identify optimal cancer treatments by learning from every patient, not just those in trials, through privacy-preserving interrogation of their standardized routine electronic health records.

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