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Complex analysis of intracranial hypertension using approximate entropy.

Hornero, R, Aboy, M, Abásolo, D, McNames, J, Wakeland, W and Goldstein, B (2006) Complex analysis of intracranial hypertension using approximate entropy. Crit Care Med, 34 (1). pp. 87-95.

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Abstract

OBJECTIVE: To determine whether decomplexification of intracranial pressure dynamics occurs during periods of severe intracranial hypertension (intracranial pressure >25 mm Hg for >5 mins in the absence of external noxious stimuli) in pediatric patients with intracranial hypertension. DESIGN: Retrospective analysis of clinical case series over a 30-month period from April 2000 through January 2003. SETTING: Multidisciplinary 16-bed pediatric intensive care unit. PATIENTS: Eleven episodes of intracranial hypertension from seven patients requiring ventriculostomy catheter for intracranial pressure monitoring and/or cerebral spinal fluid drainage. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We measured changes in the intracranial pressure complexity, estimated by the approximate entropy (ApEn), as patients progressed from a state of normal intracranial pressure (<25 mm Hg) to intracranial hypertension. We found the ApEn mean to be lower during the intracranial hypertension period than during the stable and recovering periods in all the 11 episodes (0.5158 +/- 0.0089, 0.3887 +/- 0.077, and 0.5096 +/- 0.0158, respectively, p < .01). Both the mean reduction in ApEn from the state of normal intracranial pressure (stable region) to intracranial hypertension (-0.1271) and the increase in ApEn from the ICH region to the recovering region (0.1209) were determined to be statistically significant (p < .01). CONCLUSIONS: Our results indicate that decreased complexity of intracranial pressure coincides with periods of intracranial hypertension in brain injury. This suggests that the complex regulatory mechanisms that govern intracranial pressure may be disrupted during acute periods of intracranial hypertension. This phenomenon of decomplexification of physiologic dynamics may have important clinical implications for intracranial pressure management.

Item Type: Article
Authors :
AuthorsEmailORCID
Hornero, RUNSPECIFIEDUNSPECIFIED
Aboy, MUNSPECIFIEDUNSPECIFIED
Abásolo, DUNSPECIFIEDUNSPECIFIED
McNames, JUNSPECIFIEDUNSPECIFIED
Wakeland, WUNSPECIFIEDUNSPECIFIED
Goldstein, BUNSPECIFIEDUNSPECIFIED
Date : January 2006
Uncontrolled Keywords : Acute Disease, Adolescent, Brain Injuries, Child, Child, Preschool, Cohort Studies, Entropy, Female, Follow-Up Studies, Glasgow Coma Scale, Hemodynamics, Humans, Intensive Care Units, Pediatric, Intracranial Hypertension, Intracranial Pressure, Male, Monitoring, Physiologic, Probability, Retrospective Studies, Risk Assessment, Sensitivity and Specificity, Severity of Illness Index, Ventriculostomy
Depositing User : Symplectic Elements
Date Deposited : 28 Mar 2017 15:31
Last Modified : 28 Mar 2017 15:31
URI: http://epubs.surrey.ac.uk/id/eprint/811310

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