vWCluster: Vector-valued optimal transport for network based clustering using multi-omics data in breast cancer

In this paper, we present a network-based clustering method, called vector Wasserstein clustering (vWCluster), based on the vector-valued Wasserstein distance derived from optimal mass transport (OMT) theory. This approach allows for the natural integration of multi-layer representations of data in...

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Detalles Bibliográficos
Autores principales: Zhu, Jiening, Oh, Jung Hun, Deasy, Joseph O., Tannenbaum, Allen R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920287/
https://www.ncbi.nlm.nih.gov/pubmed/35286348
http://dx.doi.org/10.1371/journal.pone.0265150

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920287/
https://www.ncbi.nlm.nih.gov/pubmed/35286348
http://dx.doi.org/10.1371/journal.pone.0265150

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