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Journal article

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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Language:
English
Pubs id:
pubs:421169
UUID:
uuid:0ae059b7-29b0-40f2-bed3-ad6aa3f014b6
Local pid:
pubs:421169
Deposit date:
2015-01-03

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