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Personalized Treatment For Coronary Artery Disease Patients: A Machine Learning Approach by Zeeshan Bacha is a document available to read on EtoBox.
What is Personalized Treatment For Coronary Artery Disease Patients: A Machine Learning Approach about?
This study introduces ML4CAD, a machine learning-based personalized treatment algorithm for coronary artery disease (CAD) patients, utilizing electronic health records from 21,460 patients. The algorithm significantly improves health outcomes by increasing the expected time to adverse events by 24.11% compared to standard care, particularly benefiting male and Hispanic subpopulations. An interactive interface is provided for physicians to implement and test the algorithm
- Author
- Zeeshan Bacha
- Language
- EN