Pharmaceutical Drug Interaction Prediction Model

Create an advanced Excel workbook for predicting potential drug interactions using complex statistical modeling techniques. Develop predictive algorithms that incorporate molecular structure data, pharmacokinetic parameters, and historical clinical trial information. Implement machine learning-inspired regression models, generate interactive risk assessment dashboards, and create automated reporting systems for potential interaction probabilities.