Author

Wissem Inoubli

Artois University, CRIL

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Review Open access Aug 2026

Graph-Based Machine Learning for Predicting Drug–Drug Interactions: A Systematic Review

Graph-based machine learning is promising for DDI prioritization and hypothesis generation but remains insufficient for independent clinical decision-making, and future studies should use standardized benchmarks, leakage-aware validation, calibrated uncertainty, reproducible pipelines, validated explanations, and external or prospective evaluation.

Md. Tuhin Reza, Md. Abdul Kader, Wissem Inoubli et al. · Pharmaceuticals · 0 citations