Author

Ayushi Gupta

Indraprastha Institute of Information Technology DelhiORCID 0000-0002-6909-6691Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Ayushi Gupta1 paper · University of California, Davis

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Atharva Sune· 1 shared Chandan Gupta· 1 shared Harleen KauriD· 1 shared Rintu KutumiD· 1 shared Saad Ahmad· 1 shared Tavpritesh SethiiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperGenomics

Atharva Sune

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintMay 3, 2021

Evaluating Sample Augmentation in Microarray Datasets with Generative Models: A Comparative Pipeline and Insights in Tuberculosis.

Ayushi Gupta, Saad Ahmad, Atharva Sune…·Tavpritesh Sethi

The paper evaluates generative models for sample augmentation in microarray datasets, comparing VAE, GAN, and GMM in a tuberculosis dataset to improve biomarker discovery.

1 citation

bulk RNA-seqstatistical model

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