Predicting patient MRI appointment no-shows using synthetic healthcare operational data and machine learning (Logistic Regression, Random Forest, XGBoost with SMOTE). Supports integration with a PowerApps-based MRI Slot Scheduling System.
python data-science machine-learning exploratory-data-analysis predictive-modeling imbalanced-data business-analytics scheduling-application process-improvement healthcare-analytics powerapps-integration
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Updated
Dec 9, 2025 - Jupyter Notebook