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Brandon Edwards — most-cited papers & profile · Federated Learning
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·
overview
Brandon Edwards
6
papers ·
88
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
2022 · 340 citations
OpenFL: An open-source framework for Federated Learning
2021 · 58 citations
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation
2018 · 19 citations
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods for Federated Learning
2025
A Technical Policy Blueprint for Trustworthy Decentralized AI
2025
Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry
2024
Top co-authors
Patrick Foley
· 5
Prashant Shah
· 4
G Anthony Reina
· 3
Jason Martin
· 3
Micah Sheller
· 3
Sarthak Pati
· 3
Shih-Han Wang
· 3
Spyridon Bakas
· 3
Alexey Gruzdev
· 2
Bjoern Menze
· 2
Ivan Ezhov
· 2
Ujjwal Baid
· 2
Topics
Federated Learning
Privacy
cs.CV
cs.LG
cs.CY
cs.CR
Data Heterogeneity
Optimization