Author

Susan Liu

Oregon Health & Science UniversityORCID 0000-0002-1784-6059Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Alexey Valeryevich DaniloviD· 1 shared Andrew AdeyiD· 1 shared Canping CheniD· 1 shared Gordon Brent MillsiD· 1 shared Ling‐Yun WuiD· 1 shared Lisa M. CoussensiD· 1 shared Mara H. ShermaniD· 1 shared Paul T. SpellmaniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alexey Valeryevich DanilovORCID

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1 paper

Recent·Most cited

BioinformaticsNature Machine IntelligencePeer-reviewedMay 8, 2023

Supervised learning of high-confidence phenotypic subpopulations from single-cell data

Tao Ren, Canping Chen, Alexey Valeryevich Danilov…·Zheng Xia

PENCIL identifies phenotype-relevant cell subpopulations from single-cell data using a supervised learning framework with feature selection and trajectory prediction capabilities.

16 citations

humanscRNA-seq

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