Anatomical Biomarkers for Adolescent Major Depressive Disorder from Diffusion Weighted Imaging using SVM Classifier.
Shu-Hsien ChuChristophe LengletMindy Westlund SchreinerBonnie Klimes-DouganKathryn CullenKeshab K. ParhiPublished in: EMBC (2018)
Keyphrases
- svm classifier
- support vector machine
- diffusion weighted imaging
- support vector machine svm
- support vector
- feature vectors
- atlas construction
- image classification
- training set
- white matter
- semi supervised
- medical images
- diffusion tensor imaging
- valued data
- linear classifiers
- diffusion tensor
- feature selection
- nearest neighbor
- neural network
- high dimensional
- magnetic resonance images
- diffusion model
- pattern recognition