Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Survey of Medical Applications of Federated Learning
15
Zitationen
4
Autoren
2024
Jahr
Abstract
FL in the medical domain appears to be in its early stages, with most research using open data and focusing on specific data types and diseases for performance verification purposes. Nonetheless, medical FL research is anticipated to be increasingly applied and to become a vital component of multi-institutional research.
Ähnliche Arbeiten
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
2002 · 8.418 Zit.
Calibrating Noise to Sensitivity in Private Data Analysis
2006 · 6.923 Zit.
Deep Learning with Differential Privacy
2016 · 5.655 Zit.
Federated Machine Learning
2019 · 5.627 Zit.
Communication-Efficient Learning of Deep Networks from Decentralized\n Data
2016 · 5.601 Zit.