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[Music] graves disease is known to be associated with increased risk of atrial fibrillation and heart failure with reduced ejection fraction both of these conditions are associated with increased mortality and morbidity the artificial intelligence-enabled electrocardiogram can identify patients at high risk of these conditions facilitating prompted diagnosis and treatment hello im juan nasser im a second year resident in the clinician in the seagate track at mayo clinic rochester in internal medicine and cardiovascular medicine im very happy to share with you some of our findings from our paper entitled artificial intelligence application in grave cities atrial fibrillation heart failure and menstrual changes which is published in mayo clinic proceedings this work was the result of collaboration between the cardiovascular department and the endocrine department at mayo clinic in this work we studied patients who were diagnosed with hyperthyroidism related to graves disease at mayo c