Brandon Edwards

2.6k total citations · 1 hit paper
10 papers, 1.1k citations indexed

About

Brandon Edwards is a scholar working on Health Informatics, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Brandon Edwards has authored 10 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Health Informatics, 6 papers in Artificial Intelligence and 5 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Brandon Edwards's work include Artificial Intelligence in Healthcare and Education (6 papers), Privacy-Preserving Technologies in Data (5 papers) and Radiomics and Machine Learning in Medical Imaging (4 papers). Brandon Edwards is often cited by papers focused on Artificial Intelligence in Healthcare and Education (6 papers), Privacy-Preserving Technologies in Data (5 papers) and Radiomics and Machine Learning in Medical Imaging (4 papers). Brandon Edwards collaborates with scholars based in United States, Switzerland and Germany. Brandon Edwards's co-authors include Micah Sheller, Spyridon Bakas, Jason Martin, G. Anthony Reina, Sarthak Pati, Mikhail Milchenko, Weilin Xu, Daniel C. Marcus, Rivka R. Colen and Aikaterini Kotrotsou and has published in prestigious journals such as Scientific Reports, Physics in Medicine and Biology and Neuro-Oncology.

In The Last Decade

Brandon Edwards

9 papers receiving 1.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2020 701 citations Micah Sheller, Brandon Edwards et al. Scientific Reports profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Brandon Edwards United States	7	758	338	215	107	80	10	1.1k
Micah Sheller United States	5	749 1.0×	338 1.0×	215 1.0×	106 1.0×	78 1.0×	7	1.1k
Jason Martin United States	7	765 1.0×	333 1.0×	208 1.0×	113 1.1×	96 1.2×	12	1.1k
Sarthak Pati United States	11	585 0.8×	443 1.3×	166 0.8×	77 0.7×	96 1.2×	27	1.1k
Mikhail Milchenko United States	10	467 0.6×	437 1.3×	153 0.7×	68 0.6×	76 0.9×	23	1.1k
Daniel Rückert Germany	8	450 0.6×	205 0.6×	194 0.9×	52 0.5×	78 1.0×	17	821
Georgios Kaissis Germany	19	1.1k 1.4×	744 2.2×	439 2.0×	106 1.0×	187 2.3×	74	2.1k
Oya Beyan Germany	17	406 0.5×	227 0.7×	117 0.5×	118 1.1×	75 0.9×	64	999
Mohammad Amin Morid United States	12	293 0.4×	182 0.5×	81 0.4×	59 0.6×	85 1.1×	20	774
Jonathan Passerat‐Palmbach United Kingdom	10	365 0.5×	256 0.8×	84 0.4×	66 0.6×	233 2.9×	18	773
İlker Özşahin Cyprus	19	228 0.3×	405 1.2×	83 0.4×	34 0.3×	86 1.1×	88	990

Countries citing papers authored by Brandon Edwards

Since Specialization

Citations

This map shows the geographic impact of Brandon Edwards's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Brandon Edwards with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Brandon Edwards more than expected).

Fields of papers citing papers by Brandon Edwards

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Brandon Edwards. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Brandon Edwards. The network helps show where Brandon Edwards may publish in the future.

Co-authorship network of co-authors of Brandon Edwards

This figure shows the co-authorship network connecting the top 25 collaborators of Brandon Edwards. A scholar is included among the top collaborators of Brandon Edwards based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Brandon Edwards. Brandon Edwards is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

10 of 10 papers shown

1.

Pati, Sarthak, Brandon Edwards, Charles Lu, et al.. (2024). Privacy preservation for federated learning in health care. Patterns. 5(7). 100974–100974. 38 indexed citations

2.

Foley, Patrick, Micah Sheller, Brandon Edwards, et al.. (2022). OpenFL: the open federated learning library. Physics in Medicine and Biology. 67(21). 214001–214001. 56 indexed citations

3.

Pati, Sarthak, Ujjwal Baid, Brandon Edwards, et al.. (2022). The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research. Physics in Medicine and Biology. 67(20). 204002–204002. 17 indexed citations

4.

Edwards, Brandon, et al.. (2022). Canonical translation surfaces for computing Veech groups. Geometriae Dedicata. 216(5).

5.

Dhakal, Sagar, et al.. (2021). Differentially Private Coded Federated Linear Regression. 1–6. 9 indexed citations

6.

Baid, Ujjwal, Sarthak Pati, Siddhesh Thakur, et al.. (2021). NIMG-32. THE FEDERATED TUMOR SEGMENTATION (FETS) INITIATIVE: THE FIRST REAL-WORLD LARGE-SCALE DATA-PRIVATE COLLABORATION FOCUSING ON NEURO-ONCOLOGY. Neuro-Oncology. 23(Supplement_6). vi135–vi136. 4 indexed citations

7.

Sheller, Micah, Brandon Edwards, G. Anthony Reina, et al.. (2020). Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data. Scientific Reports. 10(1). 12598–12598. 701 indexed citations breakdown →

8.

Sheller, Micah, G. Anthony Reina, Brandon Edwards, Jason Martin, & Spyridon Bakas. (2019). Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation. Lecture notes in computer science. 11383. 92–104. 282 indexed citations

9.

Sheller, Micah, Brandon Edwards, G. Anthony Reina, Jason Martin, & Spyridon Bakas. (2019). NIMG-68. FEDERATED LEARNING IN NEURO-ONCOLOGY FOR MULTI-INSTITUTIONAL COLLABORATIONS WITHOUT SHARING PATIENT DATA. Neuro-Oncology. 21(Supplement_6). vi176–vi177. 3 indexed citations

10.

Edwards, Brandon, et al.. (2009). A Data Clustering Tool with Cluster Validity Indices. 303–309. 8 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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