Clinical deployment environments: Five pillars of translational machine learning for health.
Steve HarrisTim BonniciThomas KeenWatjana LilaonitkulMark J. WhiteNel SwanepoelPublished in: Frontiers Digit. Health (2022)
Keyphrases
- machine learning
- primary care
- pattern recognition
- health information systems
- health care
- machine learning methods
- patient care
- health informatics
- machine learning algorithms
- learning systems
- clinical data
- patient data
- medical domain
- decision trees
- clinical pathway
- diagnostic imaging
- mental health
- ambient intelligent
- data mining
- natural language processing
- cardiovascular disease
- real world
- national health
- artificial intelligence
- reinforcement learning
- computer science
- information extraction
- clinical practice
- medical data
- computational intelligence
- text classification
- supervised learning
- electronic health records
- dynamic environments
- text mining
- health monitoring
- home care
- inductive logic programming
- image sequences
- computer vision
- knowledge acquisition
- statistical analysis