Concepedia

Brandon Edwards

BE

Statistics

Publications

13

Citations

2.6K

H-Index

11

Active since

2009

Affiliations

University of Pennsylvania(Current)

Intel (United States)

California University of Pennsylvania

Technical University of Munich

University of Zurich

Brandon Edwards is an author at University of Pennsylvania specializing in computing, machine learning, and federated learning.

Publications per year

2009–2025

13

Publications

13

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

Micah Sheller, Brandon Edwards, G. Anthony Reina et al. · Scientific Reports · 2020 · 1.4K citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation

Micah Sheller, G. Anthony Reina, Brandon Edwards et al. · Lecture notes in computer science · 2019 · 536 citations

Computing, Biomedical Informatics, Computer Science +12

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

OpenFL: the open federated learning library

Patrick Foley, Micah Sheller, Brandon Edwards et al. · Physics in Medicine and Biology · 2022 · 122 citations · Full text

Computing, Computer Science, Data Management +14

OpenFL: An open-source framework for Federated Learning

G. Anthony Reina, Alexey Gruzdev, Patrick Foley et al. · arXiv (Cornell University) · 2021 · 58 citations · Full text

Computing, Computer Science, Artificial Intelligence +7

1–5 of 13