20 citations · 35 across the 12 of their papers we have counts for
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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
Dynamic prediction of time to event with survival curves
Jie Zhu, Blanca Gallego
With the ever-growing complexity of primary health care system, proactive patient failure management is an effective way to enhancing the availability of health care resource. One…
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…