Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning

Yikuan Li, Mohammad Mamouei, Shishir Rao +5

Most machine learning (ML) models are developed for prediction only; offering no option for causal interpretation of their predictions or parameters/properties. This can hamper the…