Temporal self-attention for risk prediction from electronic health records using non-stationary kernel approximation.
Rawan AlSaadQutaibah M. MalluhiAlaa A. Abd-AlrazaqSabri BoughorbelPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- non stationary
- electronic health records
- temporal evolution
- financial time series
- clinical data
- health data
- adaptive algorithms
- databases
- clinical trials
- temporal databases
- temporal information
- kernel function
- empirical mode decomposition
- health care
- medical data
- stock price
- health records
- health information technology
- medical records
- temporal data
- bit rate
- domain knowledge
- feature space
- digital libraries
- feature extraction
- change point detection
- knowledge base