Author

Dave Lin

Cornell University

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Agus SalimiD· 1 shared Hani Jieun KimiD· 1 shared Jean Yee Hwa YangiD· 1 shared Pengyi YangiD· 1 shared Terence Paul SpeediD· 1 shared Yingxin LiniD· 1 shared Yue CaoiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

BioinformaticsMolecular Systems BiologyPeer-reviewedJun 1, 2020

scClassify: hierarchical classification of cells

Yingxin Lin, Yue Cao, Hani Jieun Kim…·Jean Yee Hwa Yang

scClassify improves cell type classification in scRNA-seq data by using ensemble learning, achieving more accurate and fine-grained results than original publications.

174 citationstop 2%

scRNA-seqmachine learning (classical)

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