Counterfactual Phenotyping with Censored Time-to-Events

3 code implementations • 22 Feb 2022 • Chirag Nagpal, Mononito Goswami, Keith Dufendach, Artur Dubrawski

Estimation of treatment efficacy of real-world clinical interventions involves working with continuous outcomes such as time-to-death, re-hospitalization, or a composite event that may be subject to censoring.

counterfactual Counterfactual Reasoning