Linear and nonlinear fetal heart rate analysis of normal and acidemic fetuses in the minutes preceding delivery

被引:81
作者
Goncalves, Hernani
Rocha, Ana Paula
Ayres-de-Campos, Diogo
Bernardes, Joao
机构
[1] Univ Porto, Fac Ciencias, Dept Matemat Aplicada, P-4169007 Oporto, Portugal
[2] Univ Porto, Ctr Matemat, P-4100 Oporto, Portugal
[3] Univ Porto, Fac Med, Dept Obstet & Ginecol, P-4100 Oporto, Portugal
[4] Inst Biomed Engn, INEB, Oporto, Portugal
关键词
fetal heart rate (FHR); acidemia; linear and nonlinear indices; entropy; second stage of labor;
D O I
10.1007/s11517-006-0105-6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Linear and nonlinear fetal heart rate (FHR) indices, namely mean FHR, interval index (II), very low, low and high frequencies, approximate (ApEn) and sample entropy (SampEn), were computed, immediately before delivery, in the initial and final FHR tracing segments, from 48 normal, 10 mildly acidemic and 10 moderate-to-severely acidemic fetuses. Progression of labor was associated with a significant increase in linear frequency domain indices whereas nonlinear indices were significantly decreased. Moderate-to-severe fetal acidemia was associated with a significant decrease in nonlinear indices. The best discrimination between moderate-to-severe acidemic fetuses and the remaining cases was obtained combining II and ApEn(2,0.15), with a specificity of 71% and a sensitivity of 80%. These findings support the hypothesis of increased autonomic nervous system activity in the final minutes of labor and of decreased central nervous system activity, both in the final minutes of labor and in moderate-to-severe acidemic fetuses.
引用
收藏
页码:847 / 855
页数:9
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