Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods.
Buzhou TangQingcai ChenXiaolong WangYonghui WuYaoyun ZhangJingqi WangHua XuPublished in: AMIA (2015)
Keyphrases
- machine learning
- machine learning methods
- medical domain
- medical experts
- statistical methods
- information retrieval
- clinical applications
- decision trees
- significant improvement
- benchmark datasets
- background knowledge
- data mining
- machine learning algorithms
- text mining
- natural language processing
- information extraction
- clinical data
- computational cost
- feature selection
- medical knowledge
- artificial intelligence
- clinical diagnosis
- clinical decision support systems
- clinical pathway