SCL-UMD at the Medico Task-MediaEval 2017: Transfer Learning based Classification of Medical Images.
Taruna AgrawalRahul GuptaSaurabh SahuCarol Y. Espy-WilsonPublished in: MediaEval (2017)
Keyphrases
- medical images
- transfer learning
- text classification
- anatomical structures
- machine learning
- learning tasks
- medical imaging
- medical image analysis
- machine learning algorithms
- labeled data
- deformable models
- cross domain learning
- pattern recognition
- mr images
- knowledge transfer
- ct images
- cross domain
- reinforcement learning
- semi supervised learning
- computer aided diagnosis
- decision trees
- feature selection
- supervised learning
- medical image retrieval
- domain adaptation
- unsupervised learning
- class labels
- target domain
- support vector machine
- text mining
- feature vectors
- information retrieval
- segmentation of medical images
- feature extraction
- text categorization
- training samples
- image classification
- feature space
- prior knowledge
- face recognition
- training data
- training set
- databases