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Liz Dennett

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Review Open access Oct 2026

Causal estimation and machine learning methods for survival outcomes among AYA cancer patients: A scoping review.

Survivors of adolescent and young adult (AYA) cancer experience an elevated risk of premature mortality. While causal inference and machine learning (ML) methods are increasingly applied to observational survival data, the methodological landscape of this work remains unmapped. This scoping review mapped the extent, ra...

N. Essel, Rui Liu, Liz Dennett et al. · 0 citations

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