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F. Malone

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Open access Sep 2026

A comparative study of causal machine learning models for personalized treatment of acute ischemic stroke

Accurate estimation of the individualized treatment effect (ITE) is critical for supporting personalized decision-making in acute ischaemic stroke, while the average treatment effect (ATE) provides a cohort-level benchmark for method comparison and context. However, the consistency and reliability of different ca...

Vahid Farmani, H. Kniep, M. Maros et al. · 0 citations

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