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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 und Brawanski, Alexander (2015) Parameter optimization for selected correlation analysis of intracranial pathophysiology. Computational and Mathematical Methods in Medicine 2015, ID 652030.

Veröffentlichungsdatum dieses Volltextes: 02 Dez 2015 16:48
Artikel
DOI zum Zitieren dieses Dokuments: 10.5283/epub.32924


Zusammenfassung

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

DokumentenartArtikel
Titel eines Journals oder einer ZeitschriftComputational and Mathematical Methods in Medicine
Verlag:HINDAWI PUBLISHING CORP
Ort der Veröffentlichung:NEW YORK
Band:2015
Seitenbereich:ID 652030
Datum25 Oktober 2015
InstitutionenMedizin > Lehrstuhl für Neurochirurgie
Identifikationsnummer
WertTyp
10.1155/2015/652030DOI
Article ID 652030Andere
Stichwörter / KeywordsTRAUMATIC BRAIN-INJURY; CEREBROVASCULAR PRESSURE REACTIVITY; CEREBRAL PERFUSION-PRESSURE; SUBARACHNOID HEMORRHAGE; HEAD-INJURY; NEUROCRITICAL CARE; AUTOREGULATION; UNIT;
Dewey-Dezimal-Klassifikation600 Technik, Medizin, angewandte Wissenschaften > 610 Medizin
StatusVeröffentlicht
BegutachtetJa, diese Version wurde begutachtet
An der Universität Regensburg entstandenJa
URN der UB Regensburgurn:nbn:de:bvb:355-epub-329249
Dokumenten-ID32924

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