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causal inference 1digital twins 1feedback loops 1modular modeling 1treatment recommendation 1

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stat.OT2026

The Fidelity and Feedback Traps: The Case for Health Digital Twins as Modular Evolving Causal Systems

Nikki L. B. Freeman, Yating Zou, Kyungbok Lee +3

The paper examines pitfalls of using digital twins in healthcare, such as over‑reliance on model accuracy (fidelity trap) and biased updates from self‑generated data (feedback trap…