Hierarchical Classification of Large-Scale Patient Records for Automatic Treatment Stratification.
Kuizhi MeiJinye PengLing GaoNaiquan (Nigel) ZhengJianping FanPublished in: IEEE J. Biomed. Health Informatics (2015)
Keyphrases
- hierarchical classification
- patient records
- hierarchical text classification
- clinical information
- hierarchical structure
- clinical data
- classification algorithm
- text classification
- statistical analysis
- natural language processing
- database
- free text
- medical data
- feature selection
- artificial intelligence
- nearest neighbor
- data sources
- prior knowledge
- multiscale
- real world