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

http://shapesociety.org/videos-2/

http://shapesociety.org/videos/

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

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

SHAPE Task Force Meeting

SHAPE Guidelines Published SHAPE guideline published in 2006

SHAPE Guidelines Published

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.

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

Machine vs. Cardiologist

Machine vs. Cardiologist

Dr. Ruster