Machine Learning on High Dimensional Shape Data from Subcortical Brain Surfaces: A Comparison of Feature Selection and Classification Methods.
Benjamin S. C. WadeShantanu H. JoshiBoris A. GutmanPaul M. ThompsonPublished in: MLMI (2015)
Keyphrases
- statistical methods
- high dimensional data
- machine learning
- feature selection and classification
- data analysis
- machine learning methods
- high dimensional
- data sets
- pattern recognition
- image data
- high dimensionality
- dimensionality reduction
- image classification
- input data
- benchmark datasets
- low dimensional
- model selection
- shape model
- training data
- functional magnetic resonance imaging
- data points