Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence
Sulaiman Somani,
Sujana Balla,
Allison W. Peng
et al.
Abstract:Coronary artery calcium (CAC) is a powerful tool to refine atherosclerotic cardiovascular disease (ASCVD) risk assessment. Despite its growing interest, contemporary public attitudes around CAC are not well-described in literature and have important implications for shared decision-making around cardiovascular prevention. We used an artificial intelligence (AI) pipeline consisting of a semi-supervised natural language processing model and unsupervised machine learning techniques to analyze 5,606 CAC-related di… Show more
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