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

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

Ayushi Gupta, Saad Ahmad, Atharva Sune, Chandan Gupta, Harleen Kaur, Rintu Kutum, 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.

bioRxiv · May 3, 2021 · PreprintGenomics