2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2021
Continuous Treatment Recommendation with Deep Survival Dose Response Function
Jie Zhu, Blanca Gallego
We propose a general formulation for continuous treatment recommendation problems in settings with clinical survival data, which we call the Deep Survival Dose Response Function (D…
stat.ML2021★ 2 cited
Causal inference for observational longitudinal studies using deep survival models
Jie Zhu, Blanca Gallego
Causal inference for observational longitudinal studies often requires the accurate estimation of treatment effects on time-to-event outcomes in the presence of time-dependent pati…