Author

Fathi Amsaad

Wright State UniversityORCID 0000-0002-7582-8326Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Ghazal GhajariiD· 1 shared Krishnaprasad ThirunarayaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Ghazal GhajariORCID

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1 paper

Recent·Most cited

Plate design confounds donor variation and model evaluation in single-cell perturbation screens

Ghazal Ghajari, Krishnaprasad Thirunarayan, Fathi Amsaad

The paper shows that plate design confounds donor variation in single-cell perturbation screens and demonstrates how improved analysis methods can change interpretations of recent studies.

bioRxiv · Nov 6, 2026 · PreprintBioinformatics