Hello Everyone,
Please check out this awesome Streamlit app I built 
For more details about the app please check Github link:
Cheers!
Aktham
Very useful that you’ve provided sources and detailed explanation of the approach.
Hi Everyone,
I want to share some recent enhancements I’ve implemented in the AI-Powered Heart Disease Risk Assessment App:
- CSS/HTML Improvement: I have made several updates to the CSS and HTML of the app to improve its overall appearance and user experience. These changes ensure a more polished and user-friendly interface, enhancing readability and visual appeal.
- Visualization Feature: To better support the recommendations, I’ve added a new visualization feature. This feature uses Plotly Express to create a pie chart that highlights the top contributors to heart disease risk. The chart is generated by leveraging SHAP feature importance scores, normalized to provide clear insights into the key risk factors.
These enhancements aim to provide users with a more intuitive and informative experience, helping them understand their risk factors better.
below just an example:
Please feel free to reach out if you have any questions or need further details about these updates.