Discovering predictive trend-event patterns in temporal clinical data.
Matteo MantovaniBeatrice AmicoCarlo CombiPublished in: SAC (2021)
Keyphrases
- clinical data
- temporal patterns
- temporal abstractions
- temporal relationships
- temporal events
- clinical information
- medical data
- temporal sequences
- event streams
- patient data
- temporal information
- temporal data
- temporal structure
- temporal relations
- time stamped
- electronic health records
- raw data
- statistical analysis
- pattern discovery
- event sequences
- temporal constraints
- clinical databases
- mr images
- patient records
- domain experts
- clinical data sets
- real patient data
- medical knowledge
- knowledge discovery
- data sources
- clinical decision making
- temporal reasoning
- event detection
- frequent patterns
- general purpose
- database
- acute myocardial infarction
- temporal aspects
- pattern mining
- real world
- databases