FairGlucose: A CGM Fairness Benchmark Reveals Subgroup Disparities Hidden in Population-Level Validation
It is established that population-level validation alone is insufficient for equity assessment of digital health AI, motivating subgroup-disaggregated reporting as a default standard, and subgroup-disaggregated reporting as a default standard for personalized configurations.
Junjie Luo, Xuzhe Zhi, Rui Han et al.
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