A federated learning system for precision oncology in Europe: DigiONE

Articolo

Data di Pubblicazione:

2024

Citazione:

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]

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.

Tipologia CRIS:

1.1.3. Articolo in Rivista - Editorial, Comment, Reply

Elenco autori:

Mahon, P.; Chatzitheofilou, I.; Dekker, A.; Fernandez, X.; Hall, G.; Helland, A.; Traverso, A.; Van Marcke, C.; Vehreschild, J.; Ciliberto, G.; Tonon, G.

Autori di Ateneo:

TONON GIOVANNI

Link alla scheda completa:

https://iris.unisr.it/handle/20.500.11768/171297

Pubblicato in:

NATURE MEDICINE

Journal

Dati Generali

URL

https://www.nature.com/articles/s41591-023-02715-8

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.

NATURE MEDICINE

Dati Generali

URL