Author

Shunyi Du

Oregon Health & Science University

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

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Alexey Valeryevich DanilovORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Tao Ren, Canping Chen, Alexey Valeryevich Danilov, Susan Liu, Xiangnan Guan, Shunyi Du, Xiwei Wu, Mara H. Sherman, Paul T. Spellman, Lisa M. Coussens, Andrew Adey, Gordon Brent Mills, Ling‐Yun Wu, Zheng Xia

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

Nature Machine Intelligence · May 8, 2023Peer-reviewedBioinformatics