Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach.
Yu-Kai LinHsinchun ChenRandall A. BrownShu-Hsing LiHung-Jen YangPublished in: MIS Q. (2017)
Keyphrases
- multitask learning
- chronic disease
- predictive analytics
- gaussian processes
- health care
- similar problems
- business intelligence
- data mining applications
- multi task
- learning tasks
- data warehousing
- exploratory data analysis
- multi task learning
- cloud computing
- predictive model
- data mining
- intelligence analysis
- gaussian process
- semi supervised
- labeled data
- data analysis
- maximum likelihood
- information systems
- open standards
- pairwise
- learned models
- hyperparameters
- probabilistic model
- reinforcement learning
- data sets
- multi class
- information retrieval