Author

Siyao Liu

University of North Carolina at Chapel HillORCID 0009-0004-4144-4449Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:clustering· 1 Approach:graph neural network· 1 Research Focus:GWAS / association mapping· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Amanda K. TilotiD· 1 shared Barbara E. StrangeriD· 1 shared Dan LiangiD· 1 shared Derrek P. HibariD· 1 shared Ekaterina A. KhramtsovaiD· 1 shared Fabio M. MacciardiiD· 1 shared Janita BralteniD· 1 shared Jason L. SteiniD· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Amanda K. TilotORCID

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2 papers

Recent·Most cited

NeuroscienceCerebral CortexPeer-reviewedOct 15, 2020

The Evolutionary History of Common Genetic Variants Influencing Human Cortical Surface Area

Amanda K. Tilot, Ekaterina A. Khramtsova, Dan Liang…·Jason L. Stein

This study identifies genetic variants influencing human cortical surface area by integrating evolutionary annotations with neuroimaging genetic data, revealing recent polygenic selection on brain regions involved in language and vision.

34 citations

humanGWAS summary statistics

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BioinformaticsbioRxivPreprintJun 19, 2020

FastPG: Fast clustering of millions of single cells

Tom Bodenheimer, Mahantesh M. Halappanavar, Stuart R. Jefferys…·Sara R. Selitsky

FastPG improves single-cell clustering speed by 27x while maintaining accuracy over existing methods like FlowSOM and PARC.

25 citations

scRNA-seqgraph neural network

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