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Therefore, future work will focus on fairness-aware techniques and subgroup evaluations to assess whether predictions remain consistent across different demographic or clinical groups.While performance metrics were validated using cross-validation, confidence intervals for these estimates were not computed in the current study due to resource constraints

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