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Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models

Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2849902532

Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models

About this item

Full title

Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models

Publisher

United States: Blackwell Publishing Ltd

Journal title

Biometrics, 2023-06, Vol.79 (2), p.866-877

Language

English

Formats

Publication information

Publisher

United States: Blackwell Publishing Ltd

More information

Scope and Contents

Contents

One key challenge encountered in single‐cell data clustering is to combine clustering results of data sets acquired from multiple sources. We propose to represent the clustering result of each data set by a Gaussian mixture model (GMM) and produce an integrated result based on the notion of Wasserstein barycenter. However, the precise barycenter of...

Alternative Titles

Full title

Multisource single‐cell data integration by MAW barycenter for Gaussian mixture models

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2849902532

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2849902532

Other Identifiers

ISSN

0006-341X

E-ISSN

1541-0420

DOI

10.1111/biom.13630

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