Brandon Edwards

3.2k citations
11 papers · 1.5k · 1 hit paper · h-index 7

Impact in

    • Artificial Intelligence in Healthcare and Education
    • Privacy-Preserving Technologies in Data
    • AI in cancer detection
    • Cryptography and Data Security
    • Machine Learning in Healthcare

Papers in

Brandon Edwards

10 papers receiving 1.5k citations

Brandon Edwards's Hit Papers

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data 2020 · 960 citations
9600+2+4Years since publication250500750

Peers

Brandon Edwards
Comparison fields: 5 of 105
  • Health Informatics 229
  • Artificial Intelligence 919
  • Radiology, Nuclear Medicine and Imaging 380
  • Neurology 91
  • Health Information Management 43
Replace Micah Sheller with:
Micah Sheller United States
Jason Martin United States
Mikhail V. Milchenko United States
Sarthak Pati United States
Saeed Hassanpour United States
Aikaterini Kotrotsou United States
Georgios A. Kaissis Germany
Veronika Cheplygina Netherlands
Shijun Wang United States
Wei‐Hung Weng United States
Brandon Edwards relative to Micah Sheller United States Micah Sheller's profile →
Citations per field
00.5×1.5×
Micah Sheller · 1×
Citations per year

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-authors

The 25 scholars most cited alongside Brandon Edwards, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Brandon Edwards Line = papers co-authored together Brandon Edwards links everyone, so they are left out of the graph.

All Works

11 of 11 papers shown
#Work
1
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
Hit paper breakdown →
2020960
2 2019365
3 202478
4 202277
5 202221
6 202111
7 200910
8 20196
9 20214
10 20243
11 20220

About Brandon Edwards

Brandon Edwards is a scholar working on Health Informatics, Radiology, Nuclear Medicine and Imaging, Artificial Intelligence, Genetics and Cancer Research, having authored 11 papers that have together received 1.5k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (6 papers), Artificial Intelligence in Healthcare and Education (6 papers), Radiomics and Machine Learning in Medical Imaging (4 papers), Cancer Genomics and Diagnostics (2 papers), Cryptography and Data Security (2 papers), Glioma Diagnosis and Treatment (2 papers), Data Mining Algorithms and Applications (1 paper) and COVID-19 diagnosis using AI (1 paper). The work is most often cited by research in Health Informatics (229 citations), Artificial Intelligence (919 citations), Radiology, Nuclear Medicine and Imaging (380 citations), Neurology (91 citations) and Health Information Management (43 citations). Brandon Edwards has collaborated with scholars based in United States, United Kingdom and Hong Kong. Frequent co-authors include Spyridon Bakas, Micah Sheller, Jason Martin, G. Anthony Reina, Sarthak Pati, Daniel C. Marcus, Rivka R. Colen, Mikhail V. Milchenko, Weilin Xu and Aikaterini Kotrotsou. Their work appears in journals such as Physics in Medicine and Biology, Neuro-Oncology, Patterns, Scientific Reports and Geometriae Dedicata.

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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