Author

Tianyi Liu

University of North Carolina at Chapel HillORCID 0000-0002-2484-2478Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Tianyi Liu2 papers · Columbia University Irving Medical Center

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:deconvolution· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Ashok Kumar KrishnamurthyiD· 1 shared Benjamin W. ReesiD· 1 shared Chengwen LiiD· 1 shared Ellie Hadden-FordiD· 1 shared Fei ZouiD· 1 shared Giulia FragolaiD· 1 shared Guorong Wu AiD· 1 shared Hui FengiD· 1 shared

Activity by Year

2020-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 22 mutual co-author links

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1 shared paperNeuroscience

Ashok Kumar KrishnamurthyORCID

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3 papers

Recent·Most cited

Molecular BiologybioRxivPreprintDec 19, 2023

Integrated Transcriptomic and Metabolomic Profiling of Sheep Ovarian Tissues Confer their association in Fecundity associated Pathways

Salsabeel Yousuf, Waqar Afzal Malik, Hui Feng…·Xiangyang Miao

This study integrates transcriptomic and metabolomic data from sheep ovarian tissues to identify gene-metabolite associations linked to fecundity pathways.

DOI 10.1101/2023.12.19.572136

metabolomicsbulk RNA-seq

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BioinformaticsbioRxivPreprintDec 7, 2023

Adaptive Regularized Tri-Factor Non-Negative Matrix Factorization for Cell Type Deconvolution

Tianyi Liu, Chengwen Li, Quefeng Li…·Fei Zou

ARTdeConv improves cell type deconvolution by addressing limitations in existing methods, showing better performance in simulations and real data compared to other approaches.

1 citation

humanbulk RNA-seq

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NeurosciencebioRxivPreprintSep 11, 2020

NuMorph: tools for cellular phenotyping in tissue cleared whole brain images

Oleh Krupa, Giulia Fragola, Ellie Hadden-Ford…·Jason L. Stein

NuMorph quantifies nuclei and nuclear markers in cleared mouse brain images, revealing gene deletion effects on cell-type distribution and brain morphology in two mouse models.

2 citations

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