Guest Editorial Special Issue on Federated Learning for Medical Imaging: Enabling Collaborative Development of Robust AI Models

Federated Learning for Healthcare: Systematic Review and Architecture Proposal

(2022) Rodolfo Stoffel Antunes et al.   ACM Transactions on Intelligent Systems and Technology

OpenFL: the open federated learning library

(2022) Patrick Foley et al.   PHYSICS IN MEDICINE AND BIOLOGY

Federated learning enables big data for rare cancer boundary detection

(2022) Sarthak Pati et al.   Nature Communications

Federated Learning in a Medical Context: A Systematic Literature Review

(2021) Bjarne Pfitzner et al.   ACM Transactions on Internet Technology

Swarm Learning for decentralized and confidential clinical machine learning

(2021) Stefanie Warnat-Herresthal et al.   NATURE

Federated learning for predicting clinical outcomes in patients with COVID-19

(2021) Ittai Dayan et al.   NATURE MEDICINE

Federated learning improves site performance in multicenter deep learning without data sharing

(2020) Karthik V Sarma et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Distributed learning of deep neural network over multiple agents

(2018) Otkrist Gupta et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS