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Consensus clustering for Bayesian mixture models

BACKGROUND: Cluster analysis is an integral part of precision medicine and systems biology, used to define groups of patients or biomolecules. Consensus clustering is an ensemble approach that is widely used in these areas, which combines the output from multiple runs of a non-deterministic clusteri...

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Detalles Bibliográficos
Autores principales: Coleman, Stephen, Kirk, Paul D. W., Wallace, Chris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306175/
https://www.ncbi.nlm.nih.gov/pubmed/35864476
http://dx.doi.org/10.1186/s12859-022-04830-8