1. Machine Learning Vulnerable Patient Project
A Focus Group Meeting on Developing an Artificial Intelligence-based Forecast System for Prediction of Heart Attacks within 12 Months
A Satellite Event in Conjunction with 2016 Annual Scientific Sessions of American Heart Association
Morteza Naghavi, M.D. Founder and Executive Chairman of SHAPE Task Force

11. Naghavi et. al. Circulation Journal Vol108, No14; October 7, 2003
The Vulnerable Patient Consensus Statement Preceding the SHAPE Initiative
Leading cardiac physicians and researchers who called for a change in the status quo
Naghavi et. al. Circulation Journal Vol108, No14; October 7, 2003

12. Naghavi et. al. Circulation Journal Vol108, No14; October 7, 2003
The Vulnerable Patient Consensus Statement Preceding the SHAPE Initiative
Leading cardiac physicians and researchers who called for a change in the status quo
Naghavi et. al. Circulation Journal Vol108, No14; October 7, 2003

13. SHAPE Task Force Meeting

14. SHAPE Guidelines Published
SHAPE guideline published in 2006

15. SHAPE Guidelines Published

16. Chart summarizes the details of SHAPE guidelines for cardiologists
1: No history of angina, heart attack, stroke, or peripheral arterial disease.
2: Population over age 75y is considered high risk and must receive therapy without testing for atherosclerosis.
3: Must not have any of the following: Chol>200 mg/dl, blood pressure >120/80 mmHg, diabetes, smoking, family history, metabolic syndrome.
4: Pending the development of standard practice guidelines.
5: High cholesterol, high blood pressure, diabetes, smoking, family history, metabolic syndrome.
6: For stroke prevention, follow existing guidelines.

17. Some of the Members of the SHAPE Task Force (left to right): Drs Budoff, Falk, Rumberger, Naghavi, Fayad, Hecht, and Berman

18. Machine vs. Cardiologist

19. Machine vs. Cardiologist

24. Dr. Ruster