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Health Risk Prediction by BMI is a Streamlit app that predicts health risks (diabetes, pneumonia, cancer) based on age, gender, smoking status, and BMI. Utilizing a logistic regression model saved with Pickle, it offers a user-friendly interface and data visualizations with Matplotlib and Seaborn.