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Algorithmic Bias Health

Meaning

Algorithmic Bias Health refers to systemic, reproducible errors in computational models used for health assessment or treatment planning that disproportionately affect certain demographic or physiological subgroups. These biases emerge from non-representative training datasets, often leading to skewed risk stratification or suboptimal endocrine therapy recommendations for individuals whose biological profiles were underrepresented. Recognizing this bias is crucial for achieving true equity in precision hormonal medicine.