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Reza NasiriGerdeh
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Year
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
1472020
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), 1-24, 2022
31*2022
Privacy-preserving artificial intelligence techniques in biomedicine
R Torkzadehmahani, R Nasirigerdeh, DB Blumenthal, T Kacprowski, ...
Methods of Information in Medicine 61, e12-e27, 2022
222022
Performance evaluation of Web server workloads in Xen‐based virtualized computer system: analytical modeling and experimental validation
K RahimiZadeh, R Nasiri Gerde, M AnaLoui, P Kabiri
Concurrency and Computation: Practice and Experience 27 (17), 4741-4762, 2015
182015
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
10*2021
On the privacy of federated pipelines
R Nasirigerdeh, R Torkzadehmahani, J Baumbach, DB Blumenthal
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
92021
Tintenfisch: File System Namespace Schemas And Generators
MA Sevilla, R Nasirigerdeh, J LeFevre, N Watkins, P Alvaro, M Lawson, ...
10th {USENIX} Workshop on Hot Topics in Storage and File Systems (HotStorage 18), 2018
92018
Programmable caches with a data management language and policy engine
MA Sevilla, C Maltzahn, P Alvaro, R Nasirigerdeh, BW Settlemyer, ...
2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2018
82018
The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach
M MM, R Nasirigerdeh, R Torkzadehmahani, H Hartebrodt, BA Orban, ...
Journal of Medical Internet Research, 2023
7*2023
HyFed: A hybrid federated framework for privacy-preserving machine learning
R Nasirigerdeh, R Torkzadehmahani, J Matschinske, J Baumbach, ...
arXiv preprint arXiv:2105.10545, 2021
72021
Performance analysis of Web application in Xen-based virtualized environment
R NasiriGerdeh, N Hosseini, K RahimiZadeh, M AnaLoui
2015 5th International Conference on Computer and Knowledge Engineering …, 2015
72015
Federated principal component analysis for genome-wide association studies
A Hartebrodt, R Nasirigerdeh, DB Blumenthal, R Röttger
2021 IEEE International Conference on Data Mining (ICDM), 1090-1095, 2021
62021
Label Noise-Robust Learning using a Confidence-Based Sieving Strategy
R Torkzadehmahani, R Nasirigerdeh, D Rueckert, G Kaissis
arXiv preprint arXiv:2210.05330, 2022
22022
Kernel normalized convolutional networks
R Nasirigerdeh, R Torkzadehmahani, D Rueckert, G Kaissis
arXiv preprint arXiv:2205.10089, 2022
12022
Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning
R Nasirigerdeh, J Torkzadehmahani, D Rueckert, G Kaissis
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 107-118, 2023
2023
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