Causal Machine Learning for Healthcare and Precision Medicine.
Pedro SanchezJeremy P. VoiseyTian XiaHannah I. WatsonAlison Q. O'NeilSotirios A. TsaftarisPublished in: CoRR (2022)
Keyphrases
- machine learning
- medical domain
- data mining
- medical care
- medical information
- machine learning algorithms
- inductive learning
- pattern recognition
- information technology
- health services
- support vector machine
- knowledge acquisition
- information systems
- learning systems
- health information systems
- knowledge representation
- information extraction
- causal models
- computational intelligence
- text classification
- inductive logic programming
- learning tasks
- feature selection
- clinical trials
- computer vision
- causal networks
- biomedical informatics
- active learning
- natural language processing
- decision trees
- model selection
- text mining
- bayesian networks
- precision and recall
- computer science
- artificial intelligence
- patient care
- causal relations
- explanation based learning
- machine learning approaches
- causal relationships
- health care
- high precision
- reinforcement learning