Author

Monica Umesh

Indian Institute of Science BangaloreORCID 0000-0001-7316-0898Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

Dominique R. SmithiD· 1 shared Hemakshi MishraiD· 1 shared Jimpi LangthasaiD· 1 shared Joshua M. BrockmaniD· 1 shared Juan C. CaicedoiD· 1 shared Kartikey KansaliD· 1 shared Myrna Chang· 1 shared Ramray BhatiD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioengineering

Dominique R. SmithORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioengineeringbioRxivPreprintDec 23, 2025

Prediction of Piconewton Receptor Tension Images using Deep Learning

Kartikey Kansal, Monica Umesh, Myrna Chang…·Joshua M. Brockman

This paper introduces TensionDL, a deep learning model that predicts pN receptor tension maps from cell morphology and vinculin images, validated across cell types and substrate stiffnesses.

DOI 10.64898/2025.12.19.695587

fluorescence / live-cell microscopydeep learning

𝕏 PostBluesky

BioinformaticsComputational and Systems OncologyPeer-reviewedDec 1, 2022

Mutations in a set of ancient matrisomal glycoprotein genes across neoplasia predispose to disruption of morphogenetic transduction

Jimpi Langthasa, Satyarthi Mishra, U Monica…·Ramray Bhat

The paper identifies ancient matrisomal glycoprotein genes frequently mutated across cancers, showing their role in tissue morphogenesis and neoplastic transformation.

DOI 10.1002/cso2.1042

humanbulk RNA-seq

𝕏 PostBluesky