An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout.
Malvika PillaiKarthik AdapaLukasz MazurPublished in: AMIA (2022)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- decision support
- decision support system
- knowledge acquisition
- factors affecting
- decision trees
- learning algorithm
- computer vision
- factors that affect
- explanation based learning
- statistical methods
- feature selection
- information extraction
- support vector machine
- factors that influence
- data mining
- machine learning and data mining
- learning problems
- key factors
- clinical practice
- model selection
- learning systems
- artificial intelligence
- knowledge discovery
- inductive learning
- active learning
- support vector
- factors influencing
- supervised learning
- knowledge representation
- kernel methods
- classification rules
- information systems
- text classification
- computational intelligence
- natural language processing