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Frontiers | Cardiac Shock Wave Therapy Ameliorates Myocardial Ischemia in Patients With Chronic Refractory Angina Pectoris: A Randomized Trial

Frontiers | Cardiac Shock Wave Therapy Ameliorates Myocardial Ischemia in Patients With Chronic Refractory Angina Pectoris: A Randomized Trial
frontiersin.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from frontiersin.org Daily Mail and Mail on Sunday newspapers.

Helsinki , Eteläuomen-läi , Finland , Germany , Norway , Sunagawa , Hokkaido , Japan , United-states , Mariotto , Puglia , Italy

Based on Machine Learning, PRAISE Score Balances Risks in Post-ACS Care

January 26, 2021
A new risk score based on machine learning shows promise in predicting death, MI, and bleeding following an ACS event, potentially allowing clinicians to better individualize care.
The score, called PRAISE, is not the first score proposed to aide in outcome prediction and dual antiplatelet therapy (DAPT) duration decisions for this cohort of patients; one specifically designed for use in patients at high bleeding risk was published just last week. But the machine learning component is novel.
“The study showed that a machine learning approach is feasible and effective and more accurate than currently existing predictive scores that are based upon conventional and classical statistical methods,” study co-author Ovidio De Filippo, MD (University of Turin, Italy), told TCTMD. “We believe that this is an important step toward personalizing and having a tailored approach for patients suffering from acute coronary syndrome in order to predict their risk of death in the year following the event, and also have a tailored approach to antithrombotic therapies.”

Italy , Paris , France-general , France , Switzerland , Italian , Fabrizio-dascenzo , Guglielmo-gallone , Christian-templin , Md-university-of-turin , Md-university-hospital-zurich , Ovidio-de-filippo