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.

A federated learning system for precision oncology in Europe: DigiONE / Mahon, P.; Chatzitheofilou, I.; Dekker, A.; Fernandez, X.; Hall, G.; Helland, A.; Traverso, A.; Van Marcke, C.; Vehreschild, J.; Ciliberto, G.; Tonon, G.. - In: NATURE MEDICINE. - ISSN 1078-8956. - 30:2(2024), pp. 334-337. [10.1038/s41591-023-02715-8]

A federated learning system for precision oncology in Europe: DigiONE

Tonon G.
2024-01-01

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.
2024
Inglese
Nature Research
30
2
334
337
4
Pubblicato
https://www.nature.com/articles/s41591-023-02715-8
Esperti anonimi
Internazionale
Goal 3: Good health and well-being
A federated learning system for precision oncology in Europe: DigiONE / Mahon, P.; Chatzitheofilou, I.; Dekker, A.; Fernandez, X.; Hall, G.; Helland, A.; Traverso, A.; Van Marcke, C.; Vehreschild, J.; Ciliberto, G.; Tonon, G.. - In: NATURE MEDICINE. - ISSN 1078-8956. - 30:2(2024), pp. 334-337. [10.1038/s41591-023-02715-8]
reserved
11
info:eu-repo/semantics/article
262
Mahon, P.; Chatzitheofilou, I.; Dekker, A.; Fernandez, X.; Hall, G.; Helland, A.; Traverso, A.; Van Marcke, C.; Vehreschild, J.; Ciliberto, G.; Tonon,...espandi
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11768/171297
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