Risk prediction for cardiovascular disease using ECG data in the China Kadoorie Biobank

We set out to use machine learning techniques to analyse ECG data to improve risk evaluation of cardiovascular disease in a very large cohort study of the Chinese population. We performed this investigation by (i) detecting “abnormality” using 3 one-class classification methods, and (ii) predicting...

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Bibliographic Details
Main Authors: Shen, Y, Yang, Y, Parish, S, Chen, Z, Clarke, R, Clifton, D
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2016