Robust aggregation for adaptive privacy preserving federated learning in healthcare

Autor: Grama, M, Musat, M, Muñoz-González, L, Passerat-Palmbach, J, Rueckert, D, Alansary, A

Federated learning (FL) has enabled training models collaboratively from multiple data owning parties without sharing their data. Given the privacy regulations of patient's healthcare data, learning-based systems in healthcare can greatly benefit fro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1032::f44700816b0f9a7f971ce3d3f0bd6563
http://hdl.handle.net/10044/1/82986

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Retrospective Analysis of Glioblastoma Outcomes.

Autor: Onciul R; Department of Neurosurgery, University Emergency Hospital of Bucharest, Bucharest, ROU.; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU., Toader C; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU.; Department of Vascular Neurosurgery, National Institute of Neurology and Neurovascular Diseases, Bucharest, ROU., Glavan LA; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU., Covache-Busuioc RA; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU., Bratu BG; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU., Costin HP; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU., Corlatescu AD; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU., Ciurea AV; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU.; Department of Neurosurgery, Sanador Clinical Hospital, Bucharest, ROU., Grama M; Department of Software, Syndical.io, Bucharest, ROU., Idu AA; Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU.

Publikováno v: Cureus [Cureus] 2024 Jun 16; Vol. 16 (6), pp. e62462. Date of Electronic Publication: 2024 Jun 16 (Print Publication: 2024).