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March 3, 2026
Estimation of the interpretable heterogeneous treatment effect with causal subgroup discovery in survival outcomes
NB
Na Bo
University of Pittsburgh
YD
Ying Ding
Key Points
Heterogeneous treatment effects are identified, revealing the diversity in patient responses.
Survival outcomes were specifically targeted with causal subgroup discovery methods for effective analysis.
Statistical analysis was employed to interpret the treatment effects across different patient subgroups.
Implications highlight the need for tailored treatment approaches based on identified subgroups for enhanced patient care.
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Estimation of the interpretable heterogeneous treatment effect with causal subgroup discovery in survival outcomes | Synapse
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Bo et al. (Sat,) studied this question.
synapsesocial.com/papers/69a75ebec6e9836116a299f9
https://doi.org/https://doi.org/10.1007/s10985-026-09688-z