Classification of Medical Images in the Biomedical Literature by Jointly Using Deep and Handcrafted Visual Features.
Jianpeng ZhangYong XiaYutong XieMichael J. FulhamDavid Dagan FengPublished in: IEEE J. Biomed. Health Informatics (2018)
Keyphrases
- medical images
- visual features
- image classification
- biomedical literature
- visual information
- visual content
- text mining
- medical imaging
- image search
- image retrieval
- medical diagnosis
- image collections
- low level
- visual appearance
- medical data
- semantic features
- feature selection
- low level features
- machine learning
- bag of words
- feature vectors
- feature space
- web images
- keywords
- automatic extraction
- image representation
- computer vision
- global features
- clinical practice
- semantic concepts
- similarity measure
- image annotation
- key frames
- natural language
- protein protein interactions
- feature extraction
- data analysis
- text classification
- databases
- low level visual features