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Updated: Jul 7, 2026

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression
Published on: December 10, 2014
Complexity analysis of arterial pressure during periods of abrupt hemodynamic changes
Roberto Hornero1, Mateo Aboy, Carlos Gómez
1Grupo de Ingeniería Biomédica (GIB) E T S Ingenieros de Telecomunicación University of Valladolid Camino del Cementerio s/no, 47011 Valladolid, Spain. robhor@tel.uva.es
Abstract:
In this communication, we estimated the Lempel-Ziv complexity (LZC) on over 40 h of arterial blood pressure (ABP) recordings corresponding to 18 mechanically ventilated animal subjects. In this study, all subjects underwent a period of abrupt hemodynamic changes after an induced injury involving severe blood loss leading to hemorrhagic shock, followed by fluid resuscitation using either lactated ringers or 0.9% normal saline. The LZC metric experienced a statistically significant increase (p < 0.01) immediately following the induced injury and a statistically significant reduction following the administration of fluid therapy (p < 0.01). These results indicate that LZC of ABP may be useful as a dynamic metric to assess fluid responsiveness.
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