Stefanie Warnat‐Herresthal

Author

German Center for Neurodegenerative Diseases ORCID

Also Known As

Jonas Schulte-Schrepping, Stefanie Warnat-Herresthal, Stefanie Warnat‐Herresthal

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

German Center for Neurodegenerative Diseases University of Bonn Radboud University Nijmegen Radboud University Medical Center Epigenomics (Germany)

About

Stefanie Warnat‐Herresthal is an author at German Center for Neurodegenerative Diseases specializing in immunology, inflammation, and medicine.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Medicine	3	3	79
2	Cell Biology	3	3	79
3	Engineering	2	2	40
4	Allergy	1	1	42
5	Computer Science	1	1	24

Stefanie Warnat‐Herresthal

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Swarm Learning for decentralized and confidential clinical machine learning Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Nature	2021	788
Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics Stefanie Warnat‐Herresthal, Konstantinos Perrakis, Bernd Taschler, iScience	2019	113
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, Genome Medicine	2022	57
Alveolar macrophage transcriptomic profiling in COPD shows major lipid metabolism changes Wataru Fujii, Theodore S. Kapellos, Kevin Baßler, ERJ Open Research	2021	55
Alveolar macrophages in early stage COPD show functional deviations with properties of impaired immune activation Kevin Baßler, Wataru Fujii, Theodore S. Kapellos, Frontiers in Immunology Acute Lung InjuryPulmonary CareInflammatory Lung DiseaseAdvanced Lung DiseaseLung Inflammation	2022	42
Swarm Learning as a privacy-preserving machine learning approach for disease classification Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningFederated Structure	2020	24
CRELD1 modulates homeostasis of the immune system in mice and humans Lorenzo Bonaguro, Maren Köhne, Lisa Schmidleithner, Nature Immunology InflammationCytokineAutoimmune DiseaseInnate Immune SystemAutophagy	2020	21
Alterations of multiple alveolar macrophage states in chronic obstructive pulmonary disease Kevin Baßler, Wataru Fujii, Theodore S. Kapellos, EngineeringInflammatory Lung DiseaseAdvanced Lung DiseaseMitochondrial DysfunctionImmunology	2020	16
Mature neutrophils and a NF-κB-to-IFN transition determine the unifying disease recovery dynamics in COVID-19 Amit Frishberg, Emma J. Kooistra, Melanie Nuesch-Germano, Cell Reports Medicine	2022	13
Identification of drug candidates targeting monocyte reprogramming in people living with HIV Rainer Knoll, Lorenzo Bonaguro, Jéssica Cristina dos Santos, Frontiers in Immunology	2023	13

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