Author

Tarun Kanti Roy

University of IowaORCID 0000-0002-3042-8580Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Kai TaniD· 2 shared Minxing PangiD· 2 shared Xiaodong WuiD· 1 shared Xiaodong WuiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 5 mutual co-author links

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2 shared papersGenomics

Kai TanORCID

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2 papers

Recent·Most cited

GenomicsbioRxivPreprintDec 13, 2025

Query-driven generative AI synthesizes multi-modal spatial omics from histology

Minxing Pang, Tarun Kanti Roy, Xiaodong Wu, Kai Tan

TissueCraftAI generates multi-modal spatial omics data from histology images using natural language prompts, outperforming existing methods in image generation and molecular data prediction.

DOI 10.64898/2025.12.11.693669

humanmouse

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BioinformaticsNature MethodsPeer-reviewedNov 22, 2024

CelloType: A Unified Model for Segmentation and Classification of Tissue Images

Minxing Pang, Tarun Kanti Roy, Xiaodong Wu, Kai Tan

CelloType is a multi-task learning model for cell segmentation and classification in tissue images, improving accuracy over existing methods.

50 citationstop 1%

imagingdeep learning

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