Ontology highlight
ABSTRACT:
SUBMITTER: Nabi R
PROVIDER: S-EPMC6330047 | biostudies-literature | 2018 Aug
REPOSITORIES: biostudies-literature
Uncertainty in artificial intelligence : proceedings of the ... conference. Conference on Uncertainty in Artificial Intelligence 20180801
The goal of personalized decision making is to map a unit's characteristics to an action tailored to maximize the expected outcome for that unit. Obtaining high-quality mappings of this type is the goal of the dynamic regime literature. In healthcare settings, optimizing policies with respect to a particular causal pathway may be of interest as well. For example, we may wish to maximize the chemical effect of a drug given data from an observational study where the chemical effect of the drug on ...[more]