Author

Varshini Uma Jayaraman

ORCID 0000-0003-1471-4269Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Organism:zebrafish· 1

Frequent Co-Authors

Kiranam ChattiiD· 1 shared Mahesh Kumar UppadaiD· 1 shared Raghavender MedishettiiD· 1 shared Shreetama GhoshiD· 1 shared Srinivas OrugantiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Kiranam ChattiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 21, 2025

LEVERAGING TRANSFER LEARNING FOR HIGH-ACCURACY PHENOTYPIC SCREENING IN ZEBRAFISH IMAGE ANALYSIS

Varshini Uma Jayaraman, Raghavender Medishetti, Shreetama Ghosh…·Srinivas Oruganti

This paper presents a transfer learning method for classifying zebrafish images before and after drug treatment, achieving high accuracy in detecting phenotypic changes.

DOI 10.1101/2025.01.21.634041

zebrafishimaging

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