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Molecular phenotyping using networks, diffusion, and topology: soft tissue sarcoma

Many biological datasets are high-dimensional yet manifest an underlying order. In this paper, we describe an unsupervised data analysis methodology that operates in the setting of a multivariate dataset and a network which expresses influence between the variables of the given set. The technique in...

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Detalles Bibliográficos
Autores principales: Mathews, James C., Pouryahya, Maryam, Moosmüller, Caroline, Kevrekidis, Yannis G., Deasy, Joseph O., Tannenbaum, Allen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6764992/
https://www.ncbi.nlm.nih.gov/pubmed/31562358
http://dx.doi.org/10.1038/s41598-019-50300-2