Reproducible NHANES codebase auditing whether CBC-based anemia classifiers retain hemoglobin-related target information after HGB removal through analyzer-equation reconstruction, controlled feature-ladder experiments, classifier comparisons, survey-aware inference, and out-of-cycle replication.
machine-learning reproducible-research nhanes hemoglobin anemia-detection target-leakage complete-blood-count target-information-audit survey-inference
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Updated
Oct 11, 2026 - Python