NMFClustering: Accessible NMF-based clustering utilizing GPU acceleration

Non-negative Matrix Factorization (NME) is an algorithm that can reduce high dimensional datasets of tens of thousands of genes to a handful of metagenes which are biologically easier to interpret. Application of NMF on gene expression data has been limited by its computationally intensive nature, w...

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Detalles Bibliográficos
Autores principales: Liefeld, Ted, Huang, Edwin, Wenzel, Alexander T., Yoshimoto, Kenneth, Sharma, Ashwyn K, Sicklick, Jason K, Mesirov, Jill P, Reich, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312797/
https://www.ncbi.nlm.nih.gov/pubmed/37398372
http://dx.doi.org/10.1101/2023.06.16.545370

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10312797/
https://www.ncbi.nlm.nih.gov/pubmed/37398372
http://dx.doi.org/10.1101/2023.06.16.545370

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