Leveraging VQ-VAE tokenization for autoregressive modeling of medical time series.
Yoonhyung LeeYounhyung ChaeKyomin JungPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- autoregressive
- moving average
- non stationary
- gaussian markov random field
- multivariate time series
- random field models
- vector quantization
- random fields
- image compression
- arma model
- sar images
- autoregressive moving average
- autoregressive model
- spectrum analysis
- machine learning
- higher order
- image segmentation
- feature selection