Predicting ICU Interventions: A Transparent Decision Support Model Based on Multivariate Time Series Graph Convolutional Neural Network.
Zhen XuJinjin GuoLang QinYuntao XieYao XiaoXinran LinQiming LiXinyang LiPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- multivariate time series
- decision support
- convolutional neural network
- decision support system
- intensive care
- temporal data
- face detection
- multivariate time series data
- decision makers
- data warehouse
- temporal patterns
- decision making
- categorical data
- knowledge discovery
- dimension reduction
- autoregressive
- data sets
- graph structure
- association rules
- temporal information
- video sequences
- image sequences
- neural network