Stefanie Warnat‐Herresthal
Impact in
- Health Informatics top 2%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 5%
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
- AI in cancer detection
Papers in
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- Immune cells in cancer 4
- Immune Cell Function and Interaction 2
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- Cancer Genomics and Diagnostics 3
- Co-authors
- Joachim Ludwig Schultze (8 shared papers)Kevin Baßler (4 shared papers)Jonas Schulte-Schrepping (4 shared papers)Anna C. Aschenbrenner (3 shared papers)Thomas Ulas (4 shared papers)Matthias A. Becker (4 shared papers)Sach Mukherjee (2 shared papers)Patrick S. Günther (1 shared paper)
- Journals
- Artificial Intelligence in Medicine (2 papers)Frontiers in Immunology (2 papers)Nature Immunology (1 paper)Annual Review of Immunology (1 paper)Annals of Clinical and Translational Neurology (1 paper)
- Partner nations
- GermanyNetherlandsUnited States
In The Last Decade
Stefanie Warnat‐Herresthal
16 papers receiving 1.0k citations
Stefanie Warnat‐Herresthal's Hit Papers
Peers
Comparison fields: 5 of 131
- Health Informatics 91
- Artificial Intelligence 349
- Immunology 154
- Health Information Management 27
- Neurology 42
Countries citing papers authored by Stefanie Warnat‐Herresthal
This map shows the geographic impact of Stefanie Warnat‐Herresthal'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 Stefanie Warnat‐Herresthal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefanie Warnat‐Herresthal more than expected).
Fields of papers citing papers by Stefanie Warnat‐Herresthal
This network shows the impact of papers produced by Stefanie Warnat‐Herresthal. 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 Stefanie Warnat‐Herresthal. The network helps show where Stefanie Warnat‐Herresthal may publish in the future.
Co-authors
The 25 scholars most cited alongside Stefanie Warnat‐Herresthal, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Swarm Learning for decentralized and confidential clinical machine learning Hit paper breakdown → | 2021 | 619 |
| 2 | 2019 | 150 | |
| 3 | 2019 | 75 | |
| 4 | 2021 | 46 | |
| 5 | 2022 | 41 | |
| 6 | 2022 | 37 | |
| 7 | 2020 | 16 | |
| 8 | 2022 | 12 | |
| 9 | 2023 | 11 | |
| 10 | 2022 | 7 | |
| 11 | 2019 | 5 | |
| 12 | 2024 | 5 | |
| 13 | 2022 | 3 | |
| 14 | 2025 | 3 | |
| 15 | 2024 | 1 | |
| 16 | 2021 | 1 |
About Stefanie Warnat‐Herresthal
Stefanie Warnat‐Herresthal is a scholar working on Immunology, Cancer Research, Molecular Biology, Health Informatics and Biophysics, having authored 16 papers that have together received 1.0k indexed citations. Recurring topics across this work include Single-cell and spatial transcriptomics (6 papers), Immune cells in cancer (4 papers), Cancer Genomics and Diagnostics (3 papers), Gene expression and cancer classification (2 papers), Epigenetics and DNA Methylation (2 papers), Immune Cell Function and Interaction (2 papers), Chronic Obstructive Pulmonary Disease (COPD) Research (1 paper) and Genomics and Phylogenetic Studies (1 paper). The work is most often cited by research in Health Informatics (91 citations), Artificial Intelligence (349 citations), Immunology (154 citations), Health Information Management (27 citations) and Neurology (42 citations). Stefanie Warnat‐Herresthal has collaborated with scholars based in Germany, Netherlands and United States. Frequent co-authors include Joachim Ludwig Schultze, Kevin Baßler, Jonas Schulte-Schrepping, Anna C. Aschenbrenner, Thomas Ulas, Matthias A. Becker, Sach Mukherjee, Patrick S. Günther, Bernd Taschler and Kathrin Klee. Their work appears in journals such as Artificial Intelligence in Medicine, Frontiers in Immunology, Nature Immunology, Annual Review of Immunology and Annals of Clinical and Translational Neurology.
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.