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Neuroimage Classification and Pattern Analysis --from basic science to diagnostic tools

 Yong Fan, Dept. of Radiology & Biomedical Research Imaging Center, UNC
  24th-Dec-2008
Description: Uses adaptive regional feature based image classification with applications to structural & functional neuroimage classification: Image characteristics of neurological disorders. Undetectable by direct human readings. Group difference can be measured voxel-wisely. Bagging classification using adaptive regional features and SVM. Applications in studies of Schizophrenia. Early detection of AD. Construction and validation of AD-CN classifiers from structural MRI scans.
Views: 2094
Domain: Medical
Category: Imaging
Contents:
Neuroimage Classification and Pattern Analysis
--from basic science to diagnostic tools
Yong Fan Dept. of Radiology & Biomedical Research Imaging Center UNC, Chapel Hill

Outline
Background Adaptive regional feature based image classification Applications to structural & functional neuroimage classification

Schizophrenia, Alzheimer's Disease, and other problems, like lie detection, sex classific ... See more

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