A functional supervised learning approach to the study of blood pressure data.
STATISTICS IN MEDICINE(2018)
摘要
In this work, a functional supervised learning scheme is proposed for the classification of subjects into normotensive and hypertensive groups, using solely the 24-hour blood pressure data, relying on the concepts of Frechet mean and Frechet variance for appropriate deformable functional models for the blood pressure data. The schemes are trained on real clinical data, and their performance was assessed and found to be very satisfactory.
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关键词
blood pressure,Frechet mean,functional supervised learning,hypertension
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