Privacy-preserving federated machine learning on FAIR health data: A real-world application

Author:

Sinaci A. Anil,Gencturk Mert,Alvarez-Romero Celia,Laleci Erturkmen Gokce Banu,Martinez-Garcia Alicia,Escalona-Cuaresma María José,Parra-Calderon Carlos Luis

Funder

European Commission

Instituto de Salud Carlos III

Horizon 2020 Framework Programme

Horizon 2020

European Regional Development Fund

H2020 Science with and for Society

Publisher

Elsevier BV

Reference35 articles.

1. Value from health data: European opportunity to catalyse progress in digital health;Vayena;Lancet (Lond, Engl),2021

2. Digital health and the challenge of health systems transformation;Alami;MHealth,2017

3. Big data handling mechanisms in the healthcare applications: a comprehensive and systematic literature review;Pashazadeh;J Biomed Inform,2018

4. Health Insurance Portability and Accountability Act of 1996 (HIPAA) n.d. https://www.cdc.gov/phlp/publications/topic/hipaa.html (accessed November 22, 2023).

5. General Data Protection Regulation (GDPR) n.d. 〈https://gdpr.eu/〉 (Accessed November 22, 2023).

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