Graph Based Machine Learning for Healthcare: State of the Art, Challenges, and Opportunities.
Yuan LuoFei WangMarinka ZitnikShuiwang JiPublished in: AMIA (2021)
Keyphrases
- machine learning
- lessons learned
- pattern recognition
- key issues
- data mining
- machine learning algorithms
- knowledge acquisition
- technical challenges
- open issues
- decision trees
- information extraction
- semi supervised
- machine learning methods
- artificial intelligence
- health care
- graph theoretic
- electronic health records
- medical information
- learning problems
- biomedical informatics
- knowledge discovery
- information technology
- data analysis
- computer vision
- semi supervised learning
- text classification
- support vector machine
- knowledge representation
- natural language
- information systems
- sharing information
- health informatics
- real world