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Highly comparative fetal heart rate analysis.

Abstract:

A database of fetal heart rate (FHR) time series measured from 7 221 patients during labor is analyzed with the aim of learning the types of features of these recordings that are informative of low cord pH. Our 'highly comparative' analysis involves extracting over 9 000 time-series analysis features from each FHR time series, including measures of autocorrelation, entropy, distribution, and various model fits. This diverse collection of features was developed in previous work [1]. We describ...

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Publication status:
Published

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Publisher copy:
10.1109/embc.2012.6346629

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Language:
English
Keywords:
Pubs id:
pubs:368231
UUID:
uuid:8798f606-959f-4f77-8df7-f05f2b5408d3
Local pid:
pubs:368231
Deposit date:
2015-01-03

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