Author

Anastasia Zhurikhina

Georgia Institute of TechnologyORCID 0000-0002-1444-4169Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Denis TsygankoviD· 1 shared Olga Chernaya· 1 shared Peng QiuiD· 1 shared William PilcheriD· 1 shared Xingyu YangiD· 1 shared Yinghan XuiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Denis TsygankovORCID

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1 paper

Recent·Most cited

Shape-to-graph Mapping Method for Efficient Characterization and Classification of Complex Geometries in Biological Images

William Pilcher, Xingyu Yang, Anastasia Zhurikhina, Olga Chernaya, Yinghan Xu, Peng Qiu, Denis Tsygankov

The paper introduces a shape-to-graph mapping method for quantifying and classifying complex geometries in biological images using graph-based metrics and machine learning.

PLoS Computational Biology · Sep 3, 2020Peer-reviewedBioinformatics