Stefanie Warnat‐Herresthal

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Publications

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1.2K

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Active since

2019

Affiliations

German Center for Neurodegenerative Diseases(Current)

University of Bonn

Radboud University Nijmegen

Radboud University Medical Center

Epigenomics (Germany)

Stefanie Warnat‐Herresthal is an author at German Center for Neurodegenerative Diseases specializing in life sciences, immunology, and transcriptomics.

ORCID

Publications per year

2019–2024

Publications

Swarm Learning for decentralized and confidential clinical machine learning

Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry et al. · Nature · 2021 · 838 citations · Full text

Computing, Biomedical Informatics, Health Informatics +13

Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics

Stefanie Warnat‐Herresthal, Konstantinos Perrakis, Bernd Taschler et al. · iScience · 2019 · 114 citations · Full text

Computing, Bioinformatics, Data Science +12

Longitudinal multi-omics analysis identifies early blood-based predictors of anti-TNF therapy response in inflammatory bowel disease

Neha Mishra, Konrad Aden, Johanna I. Blase et al. · Genome Medicine · 2022 · 71 citations · Full text

Life Sciences, Immunology, Pharmacology +17

Alveolar macrophage transcriptomic profiling in COPD shows major lipid metabolism changes

Wataru Fujii, Theodore S. Kapellos, Kevin Baßler et al. · ERJ Open Research · 2021 · 59 citations · Full text

Life Sciences, Cell Biology, Immunology +17

Alveolar macrophages in early stage COPD show functional deviations with properties of impaired immune activation

Kevin Baßler, Wataru Fujii, Theodore S. Kapellos et al. · Frontiers in Immunology · 2022 · 50 citations · Full text

Life Sciences, Cell Biology, Immunology +17

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