Author

Mostafa Eltager

Delft University of TechnologyORCID 0000-0002-2392-7517Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Organism:human· 1 Assay:scATAC-seq· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Ahmed Essam MahfouziD· 2 shared Marcel J. T. ReindersiD· 2 shared Tamim AbdelaaliD· 2 shared Mohammed CharroutiD· 1 shared Stavros MakrodimitrisiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Ahmed Essam MahfouzORCID

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2 papers

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedOct 5, 2023

Benchmarking Variational AutoEncoders on cancer transcriptomics data

Mostafa Eltager, Tamim Abdelaal, Mohammed Charrout…·Stavros Makrodimitris

This study benchmarks variational autoencoders on cancer transcriptomics data to evaluate hyperparameter effects and latent space biological relevance.

19 citations

humanbulk RNA-seq

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BioinformaticsBioinformatics AdvancesPeer-reviewedJan 1, 2022

scMoC: Single-Cell Multi-omics clustering

Mostafa Eltager, Tamim Abdelaal, Ahmed Essam Mahfouz, Marcel J. T. Reinders

scMoC integrates scRNA-seq and scATAC-seq data to identify biologically meaningful cell clusters through RNA-guided imputation and cross-modal clustering.

13 citations

scRNA-seqscATAC-seq

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