Molecular subtyping of bladder cancer using Kohonen self-organizing maps

Kohonen self-organizing maps (SOMs) are unsupervised Artificial Neural Networks (ANNs) that are good for low-density data visualization. They easily deal with complex and nonlinear relationships between variables. We evaluated molecular events that characterize high- and low-grade BC pathways in the...

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Vydáno v:Cancer Med
Hlavní autoři: Borkowska, Edyta M, Kruk, Andrzej, Jedrzejczyk, Adam, Rozniecki, Marek, Jablonowski, Zbigniew, Traczyk, Magdalena, Constantinou, Maria, Banaszkiewicz, Monika, Pietrusinski, Michal, Sosnowski, Marek, Hamdy, Freddie C, Peter, Stefan, Catto, James WF, Kaluzewski, Bogdan
Médium: Artigo
Jazyk:Inglês
Vydáno: Blackwell Publishing Ltd 2014
Témata:
Cancer Biology
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4302672/
https://ncbi.nlm.nih.gov/pubmed/25142434
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cam4.217
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