Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges.
William R. HershGretchen P. JacksonMarc S. WilliamsColin G. WalshDavid A. DorrPublished in: AMIA (2020)
Keyphrases
- artificial intelligence
- machine learning
- computer science
- computational intelligence
- lessons learned
- knowledge representation
- advanced technologies
- natural language processing
- intelligent systems
- data mining
- current challenges
- learning systems
- inductive learning
- expert systems
- feature selection
- medical domain
- machine learning approaches
- machine learning algorithms
- real world
- knowledge engineering
- decision trees
- health informatics
- medical treatment
- learning algorithm
- clinically relevant
- clinical practice
- computational linguistics
- lecture notes in artificial intelligence
- image formation
- intelligent agents
- information extraction
- knowledge based systems
- software engineering
- clinical trials
- active learning
- knowledge discovery
- clinical setting
- case based reasoning
- human learning
- pattern recognition
- medical records
- text classification
- future directions
- reinforcement learning
- model selection
- explanation based learning
- clinical data
- medical data
- machine learning methods
- image sequences