Author

Vivek Singh

ORCID 0000-0002-0060-1397Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Approach:benchmark study· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Avani MahadikiD· 1 shared Justin Jose· 1 shared Nitin NitiniD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Avani MahadikORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMar 19, 2024

Optimizing sequential gene expression modulation for cellular reprogramming - Coupled Boolean modeling and Reinforcement Learning based method

Vivek Singh

This paper presents a computational method combining Boolean modeling and reinforcement learning to predict sequential gene expression modulation for cellular reprogramming.

DOI 10.1101/2024.03.19.585672

statistical modelmachine learning (classical)

𝕏 PostBluesky

BioinformaticsbioRxivPreprintMay 12, 2023

CRGEM: Cellular Reprogramming using mechanism-driven Gene Expression Modulation

Avani Mahadik, Nitin Nitin, Justin Jose, Vivek Singh

The paper introduces a computational workflow for predicting transcription factors to achieve cellular reprogramming, providing mechanistic insights into gene regulatory networks.

DOI 10.1101/2023.05.12.540496

humanbulk RNA-seq

𝕏 PostBluesky