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Faltermeier, Rupert ; Proescholdt, Martin A. ; Bele, Sylvia ; Brawanski, Alexander

Parameter optimization for selected correlation analysis of intracranial pathophysiology

Faltermeier, Rupert, Proescholdt, Martin A., Bele, Sylvia and Brawanski, Alexander (2015) Parameter optimization for selected correlation analysis of intracranial pathophysiology. Computational and Mathematical Methods in Medicine 2015, ID 652030.

Date of publication of this fulltext: 02 Dec 2015 16:48
Article
DOI to cite this document: 10.5283/epub.32924


Abstract

Recently we proposed a mathematical tool set, called selected correlation analysis, that reliably detects positive and negative correlations between arterial blood pressure (ABP) and intracranial pressure (ICP). Such correlations are associated with severe impairment of the cerebral autoregulation and intracranial compliance, as predicted by a mathematical model. The time resolved selected ...

Recently we proposed a mathematical tool set, called selected correlation analysis, that reliably detects positive and negative correlations between arterial blood pressure (ABP) and intracranial pressure (ICP). Such correlations are associated with severe impairment of the cerebral autoregulation and intracranial compliance, as predicted by a mathematical model. The time resolved selected correlation analysis is based on a windowing technique combined with Fourier-based coherence calculations and therefore depends on several parameters. For real time application of this method at an ICU it is inevitable to adjust this mathematical tool for high sensitivity and distinct reliability. In this study, we will introduce a method to optimize the parameters of the selected correlation analysis by correlating an index, called selected correlation positive (SCP), with the outcome of the patients represented by the Glasgow Outcome Scale (GOS). For that purpose, the data of twenty-five patients were used to calculate the SCP value for each patient and multitude of feasible parameter sets of the selected correlation analysis. It could be shown that an optimized set of parameters is able to improve the sensitivity of the method by a factor greater than four in comparison to our first analyses.



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Details

Item typeArticle
Journal or Publication TitleComputational and Mathematical Methods in Medicine
Publisher:HINDAWI PUBLISHING CORP
Place of Publication:NEW YORK
Volume:2015
Page Range:ID 652030
Date25 October 2015
InstitutionsMedicine > Lehrstuhl für Neurochirurgie
Identification Number
ValueType
10.1155/2015/652030DOI
Article ID 652030Other
KeywordsTRAUMATIC BRAIN-INJURY; CEREBROVASCULAR PRESSURE REACTIVITY; CEREBRAL PERFUSION-PRESSURE; SUBARACHNOID HEMORRHAGE; HEAD-INJURY; NEUROCRITICAL CARE; AUTOREGULATION; UNIT;
Dewey Decimal Classification600 Technology > 610 Medical sciences Medicine
StatusPublished
RefereedYes, this version has been refereed
Created at the University of RegensburgYes
URN of the UB Regensburgurn:nbn:de:bvb:355-epub-329249
Item ID32924

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