Predictive Modeling of Clinical Events with Mutual Enhancement Between Longitudinal Patient Records and Medical Knowledge Graph.
Xiao XuXian XuYuyao SunXiaoshuang LiuXiang LiGuotong XieFei WangPublished in: ICDM (2021)
Keyphrases
- patient records
- clinical data
- medical knowledge
- predictive modeling
- medical information
- knowledge discovery
- clinical information
- medical data
- medical decision making
- patient data
- medical diagnosis
- medical experts
- statistical modeling
- data mining methods
- data mining
- statistical analysis
- semi automatic
- machine learning
- clinical guidelines
- knowledge based systems
- clinical practice
- raw data
- text mining
- domain experts
- structured data
- data analysis
- big data
- databases
- data mining techniques
- data sources
- free text
- database
- case based reasoning
- decision trees
- image processing
- knowledge base
- information retrieval
- business intelligence