Assessing the Clinical Validity of Attention-based and SHAP Temporal Explanations for Adverse Drug Event Predictions.
Jonathan RebaneIsak SamstenPanteleimon PantelidisPanagiotis PapapetrouPublished in: CBMS (2021)
Keyphrases
- temporal patterns
- clinical trials
- temporal relations
- time stamped
- temporal sequences
- drug resistance
- event detection
- temporal information
- composite events
- temporal structure
- event sequences
- temporal constraints
- temporal relationships
- temporal databases
- intensive care unit
- spatial and temporal
- primitive events
- event driven
- decision support system
- temporal order
- clinical information
- clinical setting
- temporal reasoning
- temporal events
- temporal abstractions
- event streams
- generating explanations
- temporal evolution
- news stories
- temporal data
- news articles
- visual attention
- spatio temporal
- temporal dimension
- stream processing
- traditional chinese medicine
- clinical practice
- medical data
- data streams
- information systems