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Advances in digital health exclude Hispanic/Latinx populations with limited English language proficiency, despite their high cardiovascular risk and smartphone usage. Large language models (LLMs) offer promising English-to-Spanish translational solutions, with comparable accuracy to professional medical translators. In this work, we present data and propose a hybrid workflow that combines automated LLM translation with professional review to reduce costs and improve Hispanic/Latinx inclusion in cardiovascular digital health research.
Cardiometabolic disorders is highly prevalent worldwide. Curbing the disorders is critical for atherosclerotic cardiovascular disease (ASCVD) primary prevention. High blood pressure, cholesterol and glucose management, and lifestyle modification are essential for cardiovascular health. Sleep and mental health should also be addressed. Life’s Vital 9, a new concept for ASCVD primary prevention, is proposed. Actions should be taken to control cardiometabolic disorders and to facilitate the improvement of global cardiovascular health.