Author

Muharrem Müftüoğlu

The University of Texas MD Anderson Cancer CenterORCID 0000-0001-8100-8554Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Assay:CITE-seq· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Jinzhuang DouiD· 2 shared Ken CheniD· 2 shared Qi MiaoiD· 2 shared Fang WangiD· 1 shared Katy Rezvani· 1 shared Li DingiD· 1 shared Li LiiD· 1 shared Rafet BaşariD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersBioinformatics

Jinzhuang DouORCID

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2 papers

Recent·Most cited

Single-Cell Manifold Preserving Feature Selection (SCMER)

Shaoheng Liang, Vakul Mohanty, Jinzhuang Dou, Qi Miao, Yuefan Huang, Muharrem Müftüoğlu, Li Ding, Weiyi Peng, Ken Chen

SCMER identifies non-redundant molecular features that delineate both common cell lineages and rare cellular states in single-cell data.

Nature Computational Science · May 20, 2021Peer-reviewedBioinformatics

Ab initio Spillover Compensation in CyTOF Data

Qi Miao, Fang Wang, Jinzhuang Dou, Ramiz Iqbal, Muharrem Müftüoğlu, Rafet Başar, Li Li, Katy Rezvani, Ken Chen

This paper introduces CytoSpill, a statistical method to correct spillover effects in CyTOF data without single-stained controls, improving clustering accuracy and enabling novel subpopulation discovery.

Cytometry Part A · Dec 20, 2020Peer-reviewedBioinformatics