Author

Arvind Pillai

AstraZeneca (United States)ORCID 0000-0002-2489-1130Unclaimed ORCID profile · follow to get notified of new preprints

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

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Bino JohniD· 1 shared Piotr GrabowskiiD· 1 shared

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2021-2021 · peak 1/yr

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1 paper

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BioinformaticsbioRxivPreprintSep 7, 2021

Effective expression analysis using gene interaction matrices and convolutional neural networks

Arvind Pillai, Piotr Grabowski, Bino John

This paper introduces GIM-CNNs, a framework using gene interaction matrices and convolutional neural networks to detect biological entities, outperforming standard methods in identifying disease-relevant factors beyond individual genes.

DOI 10.1101/2021.09.07.459284

bulk RNA-seqdeep learning