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Nurulhuda A. Manaf

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#artificial intelligence Review Open access Sep 2026

Deterministic and stochastic interventions in reducing drug–drug interactions in inappropriate prescribing: A systematic review

Current evidence does not demonstrate a proportional improvement in clinically reliable decision support in stochastic and generative models for DDI detection, and future interventions must prioritize hybrid architectures that integrate explainable rule-based guardrails with rigorously validated stochastic models.

Muhammad Fahmi Ahmad Zuber, N. C. Che Roos, Ruzanna Mat Jusoh et al. · 0 citations

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