Brandon Edwards

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data”.

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

Scientific Reports(2020)10.1038/s41598-020-69250-1

N/A

1.1DataRank · unranked

1289 citations

Brandon Edwards, G. Anthony Reina, Jason Martin, Sarthak Pati, Aikaterini Kotrotsou +6 more

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Communications Engineering(2023)10.1038/s44172-023-00066-3

N/A

1.0DataRank · unranked

36 citations

Siddhesh Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +37 more

Federated learning enables big data for rare cancer boundary detection

Nature Communications(2022)10.1038/s41467-022-33407-5

N/A

0.881DataRank · unranked

355 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih‐Han Wang, G. Anthony Reina +95 more

Privacy preservation for federated learning in health care

Patterns(2024)10.1016/j.patter.2024.100974

N/A

0.767DataRank · unranked

165 citations

Sourav Kumar, A. Varma, Brandon Edwards, Charles Lu, Liangqiong Qu +10 more

The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac9449

N/A

0DataRank · unranked

44 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Patrick Foley, G. Anthony Reina +9 more

GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging

Edinburgh Research Explorer (University of Edinburgh)(2021)10.48550/arxiv.2103.01006

N/A

0DataRank · unranked

10 citations

Siddhesh Thakur, Bhalerao, Megh, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +21 more

Author Correction: Federated learning enables big data for rare cancer boundary detection

Nature Communications(2023)10.1038/s41467-023-36188-7

N/A

0DataRank · unranked

5 citations

Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-han Wang, G. Anthony Reina +95 more

Federated learning as a catalyst for digital healthcare innovations

Patterns(2024)10.1016/j.patter.2024.101026

N/A

0DataRank · unranked

6 citations

Brandon Edwards, Spyridon Bakas, Qi Dou, Daguang Xu, Xiaoxiao Li +2 more

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

Nature Communications(2025)10.1038/s41467-025-60466-1

N/A

0DataRank · unranked

11 citations

Ujjwal Baid, Sarthak Pati, Akis Linardos, Brandon Edwards, Micah Sheller +95 more

OpenFL: the open federated learning library

Physics in Medicine and Biology(2022)10.1088/1361-6560/ac97d9

N/A

0DataRank · unranked

125 citations

Micah Sheller, Brandon Edwards, Sarthak Pati, Walter Riviera, Mansi Sharma +7 more