What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use.
Sana TonekaboniShalmali JoshiMelissa D. McCraddenAnna GoldenbergPublished in: MLHC (2019)
Keyphrases
- machine learning
- clinical data
- clinical practice
- clinical trials
- medical experts
- artificial intelligence
- medical data
- medical domain
- knowledge discovery
- machine learning methods
- clinical setting
- intensive care unit
- supervised learning
- decision support
- medical knowledge
- information extraction
- clinical information
- feature selection
- computer vision
- learning algorithm
- health care professionals
- data mining
- clinical applications
- diagnostic process
- inductive learning
- knowledge acquisition
- text classification
- text mining
- natural language processing
- data analysis
- decision trees
- patient data
- health care
- computational intelligence
- clinical decision support systems
- disease diagnosis
- active learning
- data sets