Revealing chronic disease progression patterns using Gaussian process for stage inference.
Yanfei WangWeiling ZhaoAngela RossLei YouHongyu WangXiaobo ZhouPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- gaussian process
- covariance function
- disease progression
- expectation propagation
- gaussian processes
- regression model
- gaussian process regression
- bayesian framework
- hyperparameters
- model selection
- bayesian inference
- approximate inference
- clinical trials
- semi supervised
- latent variables
- cross sectional
- computer vision
- probabilistic inference
- higher order
- prior knowledge
- pairwise