Ensemble learning-based classification on local patches from magnetic resonance images to detect iron depositions in the brain.
Beshiba WilsonJulia Punitha Malar DhasRuma Madhu SreedharanRam P. KrishPublished in: Int. J. Bio Inspired Comput. (2021)
Keyphrases
- magnetic resonance images
- ensemble learning
- generalization ability
- brain tissue
- brain tumors
- ensemble classifier
- mr images
- brain structures
- ensemble methods
- tissue segmentation
- diffusion weighted
- medical imaging
- white matter
- support vector
- diffusion tensor
- image classification
- decision trees
- classification accuracy
- learning algorithm
- medical images
- feature selection
- pattern recognition
- brain images
- support vector machine
- unsupervised learning
- support vector machine svm
- mri data
- human brain
- machine learning
- classification algorithm
- feature vectors
- machine learning methods
- benchmark datasets
- machine learning algorithms
- high resolution
- computer vision
- magnetic resonance imaging
- feature space
- automatic segmentation
- base classifiers
- class labels
- prediction accuracy
- diffusion tensor images
- random forest