Improving the quality of machine learning in health applications and clinical research.
Bilal A. MateenJames LileyAlastair K. DennistonChris C. HolmesSebastian J. VollmerPublished in: Nat. Mach. Intell. (2020)
Keyphrases
- machine learning
- high quality
- higher quality
- knowledge acquisition
- learning algorithm
- statistical methods
- machine learning approaches
- data quality
- active learning
- machine learning methods
- electronic health records
- data mining
- low quality
- expert systems
- pattern recognition
- text classification
- information extraction
- natural language
- quality assessment
- reinforcement learning
- decision trees
- explanation based learning
- computer vision