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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
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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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| Dokumentenart | Artikel | ||||||
| Titel eines Journals oder einer Zeitschrift | Computational and Mathematical Methods in Medicine | ||||||
| Verlag: | HINDAWI PUBLISHING CORP | ||||||
|---|---|---|---|---|---|---|---|
| Ort der Veröffentlichung: | NEW YORK | ||||||
| Band: | 2015 | ||||||
| Seitenbereich: | ID 652030 | ||||||
| Datum | 25 Oktober 2015 | ||||||
| Institutionen | Medizin > Lehrstuhl für Neurochirurgie | ||||||
| Identifikationsnummer |
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| Stichwörter / Keywords | TRAUMATIC BRAIN-INJURY; CEREBROVASCULAR PRESSURE REACTIVITY; CEREBRAL PERFUSION-PRESSURE; SUBARACHNOID HEMORRHAGE; HEAD-INJURY; NEUROCRITICAL CARE; AUTOREGULATION; UNIT; | ||||||
| Dewey-Dezimal-Klassifikation | 600 Technik, Medizin, angewandte Wissenschaften > 610 Medizin | ||||||
| Status | Veröffentlicht | ||||||
| Begutachtet | Ja, diese Version wurde begutachtet | ||||||
| An der Universität Regensburg entstanden | Ja | ||||||
| URN der UB Regensburg | urn:nbn:de:bvb:355-epub-329249 | ||||||
| Dokumenten-ID | 32924 |
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