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From Federated Learning to Publicly Facing Platform; Proof-of-Concept of the STRONG AYA Information Portal.

Joshi Hogenboom ,
Aiara Lobo Gomes ,
Andre Dekker ,
Winette van der Graaf ,
Olga Husson ,
Leonard Wee

Abstract

Information on health data is often shrouded in exclusivity and sharing of such information is normally difficult and time-locked for numerous reasons. Federated learning (FL) regularly accelerates knowledge sharing, yet it is not fully exploited to alleviate overall data exclusivity and time constraints. Here, we present a proof-of-concept for a public FL-based info portal of the STRONG AYA Initiative.

More about this publication

Studies in health technology and informatics

Volume 327
Pages 591-592
Publication date 15-05-2025

Full text links

Publisher website (DOI) 10.3233/SHTI250407
Europe PubMed Central 40380517
Pubmed 40380517

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