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The Use of Random Projections for the Analysis of Mass Spectrometry Imaging Data

The ‘curse of dimensionality’ imposes fundamental limits on the analysis of the large, information rich datasets that are produced by mass spectrometry imaging. Additionally, such datasets are often too large to be analyzed as a whole and so dimensionality reduction is required before further analys...

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Detalles Bibliográficos
Autores principales: Palmer, Andrew D., Bunch, Josephine, Styles, Iain B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320302/
https://www.ncbi.nlm.nih.gov/pubmed/25522725
http://dx.doi.org/10.1007/s13361-014-1024-7