Andreas Walker

2.6k citations
5 papers · 1.7k · 2 hit papers · h-index 4

Impact in

Papers in

    • Artificial Intelligence in Healthcare and Education 1
    • COVID-19 Clinical Research Studies 1
    • SARS-CoV-2 detection and testing 1
    • SARS-CoV-2 and COVID-19 Research 1

Andreas Walker

4 papers receiving 1.7k citations

Andreas Walker's Hit Papers

Swarm Learning for decentralized and confidential clinical machine learning 2021 · 619 citations
6190+2+4Years since publication2505007501000

Peers

Andreas Walker
Comparison fields: 5 of 132
  • Health Informatics 86
  • Infectious Diseases 608
  • Neurology 308
  • Immunology 412
  • Artificial Intelligence 332
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Citations per year

Countries citing papers authored by Andreas Walker

Since Specialization
Citations

This map shows the geographic impact of Andreas Walker'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 Andreas Walker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andreas Walker more than expected).

Fields of papers citing papers by Andreas Walker

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andreas Walker. 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 Andreas Walker. The network helps show where Andreas Walker may publish in the future.

Co-authors

The 4 scholars most cited alongside Andreas Walker, 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 Andreas Walker Line = papers co-authored together Andreas Walker links everyone, so they are left out of the graph.

All Works

5 of 5 papers shown
#Work
1
Severe COVID-19 Is Marked by a Dysregulated Myeloid Cell Compartment
Hit paper breakdown →
20201066
2
Swarm Learning for decentralized and confidential clinical machine learning
Hit paper breakdown →
2021619
3 202123
4 20228
5 20250

About Andreas Walker

Andreas Walker is a scholar working on Health Informatics, Infectious Diseases, Modeling and Simulation, Immunology and Radiology, Nuclear Medicine and Imaging, having authored 5 papers that have together received 1.7k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (1 paper), COVID-19 Clinical Research Studies (1 paper), COVID-19 epidemiological studies (1 paper), Respiratory viral infections research (1 paper), Artificial Intelligence in Healthcare and Education (1 paper), SARS-CoV-2 detection and testing (1 paper), COVID-19 diagnosis using AI (1 paper) and SARS-CoV-2 and COVID-19 Research (1 paper). The work is most often cited by research in Health Informatics (86 citations), Infectious Diseases (608 citations), Neurology (308 citations), Immunology (412 citations) and Artificial Intelligence (332 citations). Andreas Walker has collaborated with scholars based in Germany and United States. Frequent co-authors include Nicole Zacharias, Alexander Dilthey, Nadine Lübke and Jörg Timm. Their work appears in journals such as Eurosurveillance, Nature, Scientific Reports, Clinical Infectious Diseases and Cell.

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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