Author

Hanyu Shi

Northwestern UniversityORCID 0000-0003-0295-1152Unclaimed ORCID profile · follow to get notified of new preprints

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 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

G. R. Scott BudingeriD· 1 shared Luı́s A. Nunes AmaraliD· 1 shared Martin GerlachiD· 1 shared Ziyou ReniD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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

G. R. Scott BudingerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 2, 2020

Information-theory-based benchmarking and feature selection algorithm improve cell type annotation and reproducibility of single cell RNA-seq data analysis pipelines

Ziyou Ren, Martin Gerlach, Hanyu Shi…·Luı́s A. Nunes Amaral

The paper develops an information-theory-based method to improve cell type annotation and reproducibility in scRNA-seq analysis by benchmarking feature selection and clustering approaches.

3 citations

scRNA-seqstatistical model

𝕏 PostBluesky