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

From the 1 of 5 linked papers with an AI index.

collaborators
Showing stat.OTShow all

1 paper · 1 filter

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…