Integrated Artificial Intelligence Framework for Tuberculosis Treatment Abandonment Prediction: A Multi-Paradigm Approach.

Pairwise comparisons revealed that the performance difference between XAI-enhanced and traditional ML approaches was not statistically significant ( p = 0.23, paired t -test), while the interpretability improvement was highly significant ( p < 0.001, Wilcoxon signed-rank test).

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