Performance of Principal Component Analysis and Independent Component Analysis with Respect to Signal Extraction from Noisy Positron Emission Tomography Data - a Study on Computer Simulated Images

Multivariate image analysis tools are used for analyzing dynamic or multidimensional Positron Emission Tomography, PET data with the aim of noise reduction, dimension reduction and signal separation. Principal Component Analysis is one of the most commonly used multivariate image analysis tools, app...

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Detalles Bibliográficos
Autores principales: Razifar, Pasha, Muhammed, Hamid Hamed, Engbrant, Fredrik, Svensson, Per-Edvin, Olsson, Johan, Bengtsson, Ewert, Långström, Bengt, Bergström, Mats
Formato: Texto
Lenguaje:English
Publicado: Bentham Open 2009
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2703833/
https://www.ncbi.nlm.nih.gov/pubmed/19572032
http://dx.doi.org/10.2174/1874440000903010001

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