Clinical AI Tool

COPD Risk Prediction

Enter key clinical and questionnaire features to estimate COPD risk and view a force-plot style explanation.

Patient Inputs

Sex Age (years) Smoking exposure (pack-years) BMI category score Dyspnea status score Breathing impact on activity PEF peak expiratory flow (L/min)

COPD Risk --

Fill in the form and click Predict.

Predicted probability --

Classification --

The plot updates per prediction. Red pushes risk higher; blue pushes risk lower.

Base value (log-odds): -- Model output (log-odds): --