Garima Gupta

Deep Survival Analysis and Counterfactual Inference Using Balanced Representations

Clinical decision making and diagnosis in healthcare is enabled by learning causal relationships among entities. In order to answer the question, ’Will changing the treatment regimen lead to quicker recovery of a patient?’ requires predicting counterfactuals using survival analysis. We seek to relia…