Heart rate characteristics monitoring for neonatal sepsis

被引:73
作者
Moorman, JR [1 ]
Lake, DE
Griffin, MP
机构
[1] Univ Virginia, Dept Med, Charlottesville, VA 22908 USA
[2] Univ Virginia, Dept Physiol, Charlottesville, VA 22908 USA
[3] Univ Virginia, Dept Pediat, Charlottesville, VA 22908 USA
关键词
biostatistical modeling; heart rate variability; multivariable logistic regression; sample asymmetry; sample entropy;
D O I
10.1109/TBME.2005.859810
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
While heart rate variability has been measured in many clinical settings and has offered insights into how HR is controlled, rarely has it offered unique information that has led to changes in patient management. We review our experience in developing continuous HR characteristics monitoring to aid in the early diagnosis of sepsis in premature infants in the neonatal intensive care unit. A predictive algorithm, developed at one center and validated at another, has led to diagnosis and treatment of this subacute and potentially catastrophic illness prior to appearance of symptoms of severe illness.
引用
收藏
页码:126 / 132
页数:7
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