Dimensionality Reduction Methods for Brain Imaging Data Analysis.
Yunbo TangDan ChenXiaoli LiPublished in: ACM Comput. Surv. (2021)
Keyphrases
- brain imaging
- dimensionality reduction methods
- data analysis
- dimensionality reduction
- human brain
- discriminant analysis
- functional magnetic resonance imaging
- brain images
- factor analysis
- knn
- principal component analysis
- preprocessing step
- image analysis
- data sets
- distance measure
- principal components analysis
- cluster analysis
- random projections
- feature extraction
- data mining
- high dimensional data
- high dimensional
- data warehouse
- brain activity
- medical imaging
- knowledge discovery
- face recognition
- feature selection
- information processing
- machine learning
- feature set
- neural network
- pattern recognition
- dimension reduction