Author

Aayush Kumar Tyagi

Indian Institute of Technology DelhiORCID 0000-0002-3615-7283Unclaimed 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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Organism:human· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Mayur Dashrath DivateiD· 2 shared Shivashankar Hiriyur NagarajiD· 2 shared AP Prathosh· 1 shared Derek J. RichardiD· 1 shared Harsha GowdaiD· 1 shared Olivier GevaertiD· 1 shared Prathosh A. Prasad· 1 shared Pritam MukherjeeiD· 1 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersBioinformatics

Mayur Dashrath DivateORCID

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2 papers

Recent·Most cited

BioinformaticsCancersPeer-reviewedFeb 24, 2022

Deep learning-based pan-cancer classification model reveals cancer-specific gene expression signatures

Mayur Dashrath Divate, Aayush Kumar Tyagi, Derek J. Richard…·Shivashankar Hiriyur Nagaraj

This study uses deep learning to classify 37 cancer types from TCGA data, identifying cancer-specific gene expression signatures with >97% accuracy.

56 citationstop 5%

humanbulk RNA-seq

𝕏 PostBluesky

BioinformaticsBioinformatics AdvancesPeer-reviewedJan 1, 2022

ImaGene: A web-based software platform for tumor radiogenomic evaluation and reporting

Shrey Sukhadia, Aayush Kumar Tyagi, Vivek Venkataraman…·Shivashankar Hiriyur Nagaraj

ImaGene is a web-based platform for radiogenomic analysis that correlates tumor imaging and omics data, identifies gene-imaging feature associations, and generates diagnostic reports.

12 citations

𝕏 PostBluesky