4 citations · 4 across the 3 of their papers we have counts for
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stat.ME2026
Model-Induced Hazard Geometry and Functional Representations in Survival Analysis
Xijia Liu
Individualized survival predictions are often summarized by scalar risk scores or event probabilities at selected time horizons, although clinically relevant risk may also differ i…
stat.ME2026
Rethinking Individual Risk and Aggregation in Survival Analysis: A Latent Mechanism Framework
Xijia Liu
Survival analysis provides a well-established framework for modeling time-to-event data, with hazard and survival functions formally defined as population-level quantities. In appl…