Linear regression models and k-means clustering for statistical analysis of fNIRS data

We propose a new algorithm, based on a linear regression model, to statistically estimate the hemodynamic activations in fNIRS data sets. The main concern guiding the algorithm development was the minimization of assumptions and approximations made on the data set for the application of statistical...

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Bibliografiske detaljer
Udgivet i:Biomed Opt Express
Main Authors: Bonomini, Viola, Zucchelli, Lucia, Re, Rebecca, Ieva, Francesca, Spinelli, Lorenzo, Contini, Davide, Paganoni, Anna, Torricelli, Alessandro
Format: Artigo
Sprog:Inglês
Udgivet: Optical Society of America 2015
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4354588/
https://ncbi.nlm.nih.gov/pubmed/25780751
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.6.000615
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