Multimodal region-based transformer for the classification and prediction of Alzheimer's disease.
Kevin MuellerAnke Meyer-BaeseGordon ErlebacherPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Keyphrases
- classification accuracy
- machine learning
- neural networks and support vector machines
- prediction accuracy
- decision trees
- brain image analysis
- classification method
- feature vectors
- image classification
- multi modal
- pattern classification
- automatic classification
- classification scheme
- support vector machine svm
- training set
- pattern recognition
- support vector
- predictive modeling
- nearest neighbour algorithm
- bladder cancer
- classification algorithm
- class labels
- text classification
- fuzzy logic
- feature space
- feature selection
- prediction error
- classification rules
- computer aided diagnosis
- ensemble classifier
- correct classification
- high voltage
- outbreak detection
- image segmentation