DEVELOPMENT OF HIGH SENSITIVITY SCREENING FOR ASSESSING INDIVIDUAL LEVEL RISK FOR PERIPHERAL ARTERIAL DISEASE

Abbas S. Ali, Rahul Patel, Luke Marone,Zulfiqar Qutrio Baloch, Stephen McQueen,Partho P. Sengupta

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY（2018）

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摘要

Peripheral arterial disease (PAD) is a deleterious disease conferring a doubled mortality risk. We present a machine-learning algorithm to assess non-linear relationships in order to develop a screening algorithm for PAD.We reviewed 8,836 patients from the National Health and Nutrition Examination

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关键词

high sensitivity screening,individual level risk,peripheral

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