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» Brain Organization and Computation
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156
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ICASSP
2011
IEEE
14 years 8 months ago
Online Kernel SVM for real-time fMRI brain state prediction
The Support Vector Machine (SVM) methodology is an effective, supervised, machine learning method that gives stateof-the-art performance for brain state classification from funct...
Yongxin Taylor Xi, Hao Xu, Ray Lee, Peter J. Ramad...
127
Voted
ICPR
2006
IEEE
16 years 5 months ago
Association of Sound to Motion in Video using Perceptual Organization
Sunil Ravulapalli, Sudeep Sarkar
MICCAI
2008
Springer
16 years 5 months ago
Segmenting Brain Tumors Using Pseudo-Conditional Random Fields
Locating Brain tumor segmentation within MR (magnetic resonance) images is integral to the treatment of brain cancer. This segmentation task requires classifying each voxel as eith...
Chi-Hoon Lee, Shaojun Wang, Albert Murtha, Matt...
108
Voted
ISBI
2008
IEEE
16 years 5 months ago
Construction of a patient-specific atlas of the brain: Application to normal aging
We present a method for the construction of patient-specific atlases of the brain. Traditional atlases of the brain aim to characterize the variability of a population of subjects...
Anders Ericsson, Paul Aljabar, Daniel Rueckert
ENC
2007
IEEE
15 years 11 months ago
fMRI Brain Image Retrieval Based on ICA Components
This manuscript proposes a retrieval system for fMRI brain images. Our goal is to find a similaritymetric to enable us to support queries for “similar tasks” for retrieval on...
Bing Bai, Paul B. Kantor, Ali Shokoufandeh, Debora...