Multiple Instance Learning for Classification of Dementia in Brain MRI.
Tong TongRobin WolzQinquan GaoJoseph V. HajnalDaniel RueckertPublished in: MICCAI (2) (2013)
Keyphrases
- multiple instance learning
- brain mri
- image categorization
- supervised learning
- multiple instance
- class labels
- text classification
- pattern recognition
- anatomical structures
- pattern classification
- machine learning
- multi class
- classification accuracy
- feature vectors
- data sets
- training set
- support vector
- decision trees
- unsupervised learning
- region growing
- magnetic resonance images
- training data
- markov random field
- active learning
- training samples
- machine learning algorithms
- support vector machine
- learning algorithm
- feature extraction