What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use.
Sana TonekaboniShalmali JoshiMelissa D. McCraddenAnna GoldenbergPublished in: CoRR (2019)
Keyphrases
- machine learning
- clinical data
- clinical practice
- clinical trials
- machine learning methods
- medical experts
- medical domain
- learning algorithm
- intensive care unit
- medical knowledge
- pattern recognition
- decision support system
- machine learning algorithms
- health care professionals
- patient data
- decision support
- knowledge acquisition
- medical diagnostic
- machine learning approaches
- learning tasks
- knowledge representation
- information extraction
- natural language processing
- medical images
- data mining
- diagnostic process
- clinical setting
- artificial intelligence
- blood pressure
- knowledge discovery
- neural network
- statistical analysis
- health care
- explanation based learning
- medical imaging
- statistical methods
- medical data
- inductive logic programming
- raw data
- learning problems