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Digital Twins as Synthetic Controls in Single-Arm Trials

stat.AP · 2026-05-12 · unverdicted · novelty 6.0

Digital twins from outcome models trained on historical data can function as robust synthetic controls in single-arm trials, supported by doubly robust estimators, power formulas, and reanalyses in ALS and Huntington's disease.

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  • Digital Twins as Synthetic Controls in Single-Arm Trials stat.AP · 2026-05-12 · unverdicted · none · ref 26

    Digital twins from outcome models trained on historical data can function as robust synthetic controls in single-arm trials, supported by doubly robust estimators, power formulas, and reanalyses in ALS and Huntington's disease.