On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI

@inproceedings{GarcaSebastin2009OnTU,
  title={On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI},
  author={Maite Garc{\'i}a-Sebasti{\'a}n and Alex Manhaes Savio and Manuel Gra{\~n}a and Jorge Villan{\'u}a},
  booktitle={IWANN},
  year={2009}
}
We have studied feature extraction processes for the detection of Alzheimer's disease on brain Magnetic Resonance Imaging (MRI) based on Voxel-based morphometry (VBM). The clusters of voxel locations detected by the VBM were applied to select the voxel intensity values upon which the classi cation features were computed. We have explored the use of the data from the original MRI volumes and the GM segmentation volumes. In this paper, we apply the Support Vector Machine (SVM) algorithm to… CONTINUE READING
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