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An Expandable Stage-Based Machine Learning and Statistical Pipeline for Detecting Adverse Drug Reaction Risks on Complex Multidimensional Datasets

Samadieh, MehdiThe University of Western Ontario2025

… from the U.S. FDA’s OpenFDA database and Health Canada’s Vigilance database. Final outputs are presented through interactive visualizations such as Sankey diagrams and heatmaps that reveal subgroup-specific patterns and key contributing factors. By integrating statistical rigor, subgroup …

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