Boosting classification accuracy of diffusion MRI derived brain networks for the subtypes of mild cognitive impairment using higher order singular value decomposition.
Liang ZhanYashu LiuJiayu ZhouJieping YePaul M. ThompsonPublished in: ISBI (2015)
Keyphrases
- diffusion mri
- brain connectivity
- diffusion tensor imaging
- classification accuracy
- mild cognitive impairment
- white matter
- brain images
- high degree of accuracy
- human brain
- diffusion tensor
- higher order singular value decomposition
- diffusion tensor images
- feature selection
- clinical trials
- healthy subjects
- corpus callosum
- deformable registration
- magnetic resonance images
- image analysis
- training data
- image processing
- breast cancer
- ground truth
- support vector
- gray matter
- high quality
- decision making