Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning.
Karim AderghalAlexander V. KhvostikovAndrei KrylovJenny Benois-PineauKarim AfdelGwenaelle CathelinePublished in: CBMS (2018)
Keyphrases
- transfer learning
- cross modal
- imaging modalities
- text classification
- machine learning
- learning tasks
- multiple modalities
- pattern recognition
- medical images
- multi modal
- labeled data
- reinforcement learning
- semi supervised learning
- learning algorithm
- medical image analysis
- supervised learning
- active learning
- feature space
- feature extraction
- decision trees
- image classification
- text categorization
- anatomical structures
- medical data
- semi supervised
- high resolution
- unlabeled data
- feature vectors
- intraoperative
- three dimensional
- feature selection