Author

NG Cogan

Florida State University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Systems Biology· 1

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

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Manu AggarwaliD· 1 shared Vipul PeriwaliD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperSystems Biology

Manu AggarwalORCID

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1 paper

Recent·Most cited

Sensitivity based model agnostic scalable explanations of deep learning

Manu Aggarwal, NG Cogan, Vipul Periwal

This paper introduces SensX, an XAI framework that improves explanation accuracy and speed for deep learning models, validated on vision transformers and single-cell RNA-seq data.

bioRxiv · Feb 21, 2025 · PreprintSystems Biology