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    ISBI
    2008
    IEEE
    149views Medical Imaging» more  ISBI 2008»
    Invariant 3D spharm features for characterizing fMRI activations in ROIs while minimizing effects of intersubject anatomical var
    14 years 5 months ago
    Invariant 3D spharm features for characterizing fMRI activations in ROIs while minimizing effects of intersubject anatomical var
    Download  www.ece.ubc.ca
    Spatial patterns of activation statistics within anatomically-defined regions of interest (ROIs) in functional magnetic resonance imaging (fMRI) data were recently shown to be sen...
    Ashish Uthama, Rafeef Abugharbieh, Samantha J. Pal...
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    TNN
    2010
    205views Management» more  TNN 2010»
    Behavior-constrained support vector machines for fMRI data analysis
    12 years 11 months ago
    Behavior-constrained support vector machines for fMRI data analysis
    Download  psg275.bham.ac.uk
    Statistical learning methods are emerging as a valuable tool for decoding information from neural imaging data. The noisy signal and the limited number of training patterns that ar...
    Danmei Chen, Sheng Li, Zoe Kourtzi, Si Wu
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    NIPS
    2007
    182views Information Technology» more  NIPS 2007»
    Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
    13 years 6 months ago
    Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
    Download  books.nips.cc
    We propose a method for reconstruction of human brain states directly from functional neuroimaging data. The method extends the traditional multivariate regression analysis of dis...
    Sennay Ghebreab, Arnold W. M. Smeulders, Pieter W....
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    ISBI
    2008
    IEEE
    167views Medical Imaging» more  ISBI 2008»
    Inferring brain dynamics using granger causality on fMRI data
    14 years 5 months ago
    Inferring brain dynamics using granger causality on fMRI data
    Download  www.cse.iitd.ernet.in
    Here we present a scalable method to compute the structure of causal links over large scale dynamical systems that achieves high efficiency in discovering actual functional connec...
    Guillermo A. Cecchi, Rahul Garg, A. Ravishankar Ra...
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    AINA
    2009
    IEEE
    130views Computer Networks» more  AINA 2009»
    Brain Image Registration Analysis Workflow for fMRI Studies on Global Grids
    13 years 8 months ago
    Brain Image Registration Analysis Workflow for fMRI Studies on Global Grids
    Download  www.cloudbus.org
    Scientific applications like neuroscience data analysis are usually compute and data-intensive. With the use of the additional capacity offered by distributed resources and suitab...
    Suraj Pandey, William Voorsluys, Mustafizur Rahman...
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