AI Models & Clinical Calculators

Machine learning tools for health risk stratification in Uganda

Risk Stratification Tools

These LASSO-regularized logistic regression models were developed and validated using nationally representative data. Select a calculator below.

🩺 Hypertension Risk Calculator

Estimate the probability of hypertension based on demographic and clinical variables.

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Hypertension Risk Assessment

Fill in the patient information and click "Calculate" to see the risk estimate.

⚠ Disclaimer

These tools are screening aids, not diagnostic tests. Results should be interpreted by a qualified healthcare professional in the context of clinical judgment. Models were developed and validated using nationally representative Ugandan survey data by Dr. Bashir Ssuna with MUWRP. For clinical decisions, confirmatory laboratory testing is required.