Causal Recurrent Variational Autoencoder for Medical Time Series Generation.
Hongming LiShujian YuJosé C. PríncipePublished in: AAAI (2023)
Keyphrases
- medical databases
- medical diagnosis
- bayesian networks
- feed forward
- causal relationships
- multivariate time series
- non stationary
- generation process
- dynamic time warping
- granger causality
- recurrent neural networks
- image segmentation
- optical flow computation
- free energy
- multi unit combinatorial auctions
- methods in computer vision
- neural network
- medical experts
- medical knowledge
- stock market
- medical imaging
- graphical models
- information systems
- learning algorithm