Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model.
Brandon TheodorouCao XiaoJimeng SunPublished in: CoRR (2023)
Keyphrases
- language model
- autoregressive
- electronic health records
- high dimensional
- language modeling
- clinical data
- non stationary
- probabilistic model
- information retrieval
- random fields
- health care
- low dimensional
- medical data
- feature space
- patient data
- clinical trials
- sar images
- health information
- smoothing methods
- data points
- medical records
- generative model
- high dimensional data
- decision support system
- markov random field
- least squares
- wavelet transform
- active learning
- multiresolution
- pairwise
- digital libraries
- training data
- clustering algorithm
- image processing