A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients.
Kai ZhangSiddharth KaranthBela PatelRobert MurphyXiaoqian JiangPublished in: J. Biomed. Informatics (2022)
Keyphrases
- gaussian processes
- gaussian process
- multi task
- gaussian process models
- multi task learning
- neural network
- regression model
- model selection
- learning tasks
- approximate inference
- multi class
- bayesian framework
- semi supervised
- learning problems
- hyperparameters
- transfer learning
- latent variables
- machine learning
- text classification
- knn
- prior knowledge
- denoising
- feature selection
- data sets