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

doi:10.1038/s41591-023-02715-8

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

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

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Abstract

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.

Original language	English
Pages (from-to)	334-337
Number of pages	4
Journal	Nature Medicine
Volume	30
Issue number	2
DOIs	https://doi.org/10.1038/s41591-023-02715-8
Publication status	Published - Feb 2024

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title = "A federated learning system for precision oncology in Europe: DigiONE",

abstract = "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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AU - Dekker, Andre

AU - Fernández, Xosé

AU - Hall, Geoff

AU - Helland, Aslaug

AU - Traverso, Alberto

AU - Van Marcke, Cedric

AU - Vehreschild, Janne

AU - Ciliberto, Gennaro

AU - Tonon, Giovanni

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