Binary Classification of Alzheimer's Disease Using sMRI Imaging Modality and Deep Learning.
Ahsan Bin TufailYong-Kui MaQiu-Na ZhangPublished in: J. Digit. Imaging (2020)
Keyphrases
- binary classification
- deep learning
- imaging modalities
- medical images
- multi class
- support vector
- learning problems
- medical imaging
- low contrast
- cost sensitive
- medical image analysis
- unsupervised learning
- medical data
- intraoperative
- multi label
- machine learning
- support vector machine
- generalization error
- class imbalance
- weakly supervised
- clinical trials
- prediction accuracy
- mental models
- ensemble methods
- data mining
- x ray
- pairwise
- deformable models
- higher order
- image processing
- similarity measure
- feature vectors
- semi supervised
- supervised learning
- decision makers
- expectation maximization
- text categorization
- data sets
- learning tasks