Data-driven causal model discovery and personalized prediction in Alzheimer's disease.
Haoyang ZhengJeffrey R. PetrellaP. Murali DoraiswamyGuang LinWenrui HaoPublished in: npj Digit. Medicine (2022)
Keyphrases
- causal models
- data driven
- causal discovery
- prediction accuracy
- causal relationships
- conditional independence
- structural model
- causal reasoning
- structural equation models
- causal structure
- outbreak detection
- observational data
- causal relations
- discovery process
- directed acyclic graph
- physical systems
- user profiles
- knowledge discovery
- data mining
- public health
- prediction model
- causal graph
- generative model
- association rules
- bayesian networks