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LEARNING BASED METHODS FOR PERSONALIZED ASSESSMENT, LONG-TERM PREDICTION AND MANAGEMENT OF ATHEROSCLEROSIS
LEARNING BASED METHODS FOR PERSONALIZED ASSESSMENT, LONG-TERM PREDICTION AND MANAGEMENT OF ATHEROSCLEROSIS
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机译:基于学习的个体化评估,长期预测和动脉粥样硬化管理方法
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摘要
A computer-implemented method for providing a personalized evaluation of assessment of atherosclerotic plaques for a patient acquiring patient data comprising non-invasive patient data, medical images of the patient, and blood biomarkers. Features of interest are extracted from the patient data and one or more machine learning models are applied to the features of interest to predict one or more measures of interest related to atherosclerotic plaque.
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