Author

Zhongjie Ma

University of Wisconsin–Madison

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Colin N. DeweyiD· 1 shared Matthew N. BernsteiniD· 1 shared Michael Lee GleicheriD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Colin N. DeweyORCID

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1 paper

Recent·Most cited

CellO: Comprehensive and hierarchical cell type classification of human cells with the Cell Ontology

Matthew N. Bernstein, Zhongjie Ma, Michael Lee Gleicher, Colin N. Dewey

CellO is a machine learning tool for hierarchically classifying human cell types using the Cell Ontology, achieving competitive performance with a comprehensive training dataset and interpretable models.

iScience · Dec 8, 2020Peer-reviewedBioinformatics