Clinical multi-label free text classification by exploiting disease label relation.
Rui-Wei ZhaoGuo-Zheng LiJia-Ming LiuXiao WangPublished in: BIBM (2013)
Keyphrases
- multi label
- free text
- multi label classification
- image classification
- class labels
- multi label learning
- text classification
- clinical guidelines
- multiple labels
- multi instance
- text categorization
- medical records
- information extraction
- image annotation
- graph cuts
- patient records
- structured data
- classification algorithm
- binary classification
- classification accuracy
- label space
- automatic classification
- label assignment
- natural language processing
- feature extraction
- clinical practice
- machine learning
- semi structured
- feature selection
- supervised learning
- binary classifiers
- semi supervised
- multi class
- pairwise
- feature space
- support vector
- training data
- markov random field
- cost sensitive
- labeled data