Modeling multivariate clinical event time-series with recurrent temporal mechanisms.
Jeong Min LeeMilos HauskrechtPublished in: Artif. Intell. Medicine (2021)
Keyphrases
- multivariate time series
- temporal patterns
- time stamped
- temporal data
- chronic hepatitis
- temporal abstractions
- multivariate time series data
- spatio temporal
- temporal events
- temporal sequences
- temporal information
- temporal relationships
- temporal aspects
- temporal order
- temporal relations
- event detection
- temporal databases
- spatial and temporal
- feed forward
- high dimensional
- composite events
- temporal structure
- temporal constraints
- multivariate data
- news articles
- event sequences
- medical records
- modeling language
- event types
- recurrent neural networks
- clinical information
- multi variate
- granger causality
- regression model
- dynamic time warping