Author

Satarupa Banerjee

Primary ORCID profile (0000-0002-0986-2796 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Satarupa BanerjeeiD1 paper · Indian Institute of Technology Madras

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cancer & tumor microenvironment· 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

Adel Adel· 1 shared Annelies Ondersma· 1 shared Celia R. Espinoza· 1 shared Courtney TindleiD· 1 shared Eleadah Vidales· 1 shared Ella McLareniD· 1 shared Jerry YangiD· 1 shared Joseph R. Sawires· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

Adel Adel

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1 paper

Recent·Most cited

Cancer BiologybioRxivPreprintSep 13, 2023

Machine Learning Guided Differentiation Therapy Targets Cancer Stem Cells in Colorectal Cancers

Saptarshi Sinha, Joshua Alcantara, Kevin Perry…·Pradipta Ghosh

This paper introduces a machine learning framework to identify and target transcriptomic vulnerabilities in colorectal cancer, demonstrating that differentiation therapy selectively eliminates cancer stem cells and reduces recurrence risk.

DOI 10.1101/2023.09.13.557628

humanbulk RNA-seq

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