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Home/Authors/Maggie Wang

Maggie Wang

1 indexed paper

Recent (6 mo)
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Publications per year

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26

Top categories

ML×1AI×1Stats ML×1

Frequent co-authors

Kara Liu1×
Russ B. Altman1×

Research Timeline

2026
A Practical Upper Bound on Selection Bias Effects in Medical Prediction Models

The paper proposes a novel, practical upper bound to estimate the worst-case performance of medical prediction models on the target population, even when the selection bias mechanism and target data are only partially observed.

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Papers

cs.LGcs.AIstat.MLRecentMay 30, 2026

A Practical Upper Bound on Selection Bias Effects in Medical Prediction Models

Kara Liu, Maggie Wang, Russ B. Altman

The paper proposes a novel, practical upper bound to estimate the worst-case performance of medical prediction models on the target population, even when the selection bias mechanism and target data a…

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