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Julian Späth
Julian Späth
Institute of Computational Systems Biology @ University of Hamburg
Email verificata su uni-hamburg.de
Titolo
Citata da
Citata da
Anno
Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing
S Sadegh, J Matschinske, DB Blumenthal, G Galindez, T Kacprowski, ...
Nature communications 11 (1), 3518, 2020
1622020
Lessons from the COVID-19 pandemic for advancing computational drug repurposing strategies
G Galindez, J Matschinske, TD Rose, S Sadegh, M Salgado-Albarrán, ...
Nature Computational Science 1 (1), 33-41, 2021
1052021
Privacy-preserving artificial intelligence techniques in biomedicine
R Torkzadehmahani, R Nasirigerdeh, DB Blumenthal, T Kacprowski, ...
Methods of information in medicine 61 (S 01), e12-e27, 2022
372022
sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies
R Nasirigerdeh, R Torkzadehmahani, J Matschinske, T Frisch, M List, ...
Genome Biology 23 (1), 32, 2022
37*2022
Flimma: a federated and privacy-aware tool for differential gene expression analysis
O Zolotareva, R Nasirigerdeh, J Matschinske, R Torkzadehmahani, ...
Genome biology 22 (1), 1-26, 2021
15*2021
The FeatureCloud platform for federated learning in biomedicine: unified approach
J Matschinske, J Späth, M Bakhtiari, N Probul, MMK Majdabadi, ...
Journal of Medical Internet Research 25 (1), e42621, 2023
11*2023
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning
H Cao, Y Zhang, J Baumbach, PR Burton, D Dwyer, N Koutsouleris, ...
Bioinformatics 38 (21), 4919-4926, 2022
62022
Privacy-aware multi-institutional time-to-event studies
J Späth, J Matschinske, FK Kamanu, SA Murphy, O Zolotareva, ...
PLOS Digital Health 1 (9), e0000101, 2022
62022
CTCFL regulates the PI3K-Akt pathway and it is a target for personalized ovarian cancer therapy
M Salgado-Albarrán, J Späth, R González-Barrios, J Baumbach, ...
npj Systems Biology and Applications 8 (1), 5, 2022
52022
Machine learning–based integration of network features and chemical structure of compounds for SARS‐CoV‐2 drug effect analysis
J Späth, RS Wang, M Humphrey, J Baumbach, J Loscalzo
CPT: Pharmacometrics & Systems Pharmacology 13 (2), 257-269, 2024
2024
Targeting infectious diseases: The CoVex example
S Sadegh, J Matschinske, DB Blumenthal, G Galindez, T Kacprowski, ...
RExPO22, 2022
2022
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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