A federated learning system for precision oncology in Europe: DigiONE

Mahon, Piers;Chatzitheofilou, Ismini;Dekker, Andre;Fernandez, Xosé;Tonon, Giovanni;et.al.
(2024) Nature Medicine — Vol. 30, n° 2, p. 334-337 (2024)

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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
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Mahon, P., Chatzitheofilou, I., Dekker, A., Fernandez, X., Hall, G., Helland, A., Traverso, A., van Marcke de Lummen, C. J., Vehreschild, J., Ciliberto, G., & Tonon, G. (2024). A federated learning system for precision oncology in Europe: DigiONE. Nature Medicine, 30(2), 334-337. https://doi.org/10.1038/s41591-023-02715-8 (Original work published 2024)