Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models.
Joshua Durso-FinleyJean-Pierre R. FaletRaghav MehtaDouglas L. ArnoldNick PawlowskiTal ArbelPublished in: MICCAI (5) (2023)
Keyphrases
- causal models
- causal discovery
- causal relationships
- conditional independence
- structural model
- directed acyclic graph
- structural equation models
- causal relations
- causal inference
- tractable cases
- uncertain data
- causal reasoning
- causal graph
- causal structure
- data mining
- diagnostic problem solving
- probability theory
- high precision
- experimental data