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Título
Continuous wavelet transform in the study of the time-scale properties of intracranial pressure in hydrocephalus
Autor
Año del Documento
2018
Editorial
The Royal Society Publishing
Descripción
Producción Científica
Documento Fuente
Philosophical Transactions of The Royal Society A-Mathematical Physical and Engineering Sciences, vol. 376 (2126), pp. 20170251
Resumen
Normal pressure hydrocephalus (NPH) encompasses a heterogeneous group of disorders generally
characterised by clinical symptoms, ventriculomegaly and anomalous cerebrospinal fluid (CSF)
dynamics. Lumbar infusion tests (ITs) are frequently performed in the preoperatory evaluation of
patients who show NPH features. The analysis of intracranial pressure (ICP) signals recorded during
ITs could be useful to better understand the pathophysiology underlying NPH and to assist treatment
decisions. In this study, 131 ICP signals recorded during ITs were analysed using two continuous wavelet transform (CWT)-derived parameters: Jensen Divergence (JD) and Spectral Flux (SF). These
parameters were studied in two frequency bands, associated with different components of the signal:
𝐵"(0.15 - 0.3 Hz), related to respiratory blood pressure oscillations; and 𝐵# (0.67 - 2.5 Hz), related to
ICP pulse waves. Statistically significant differences (𝑝 < 1.70 ∙ 10+,, Bonferroni-corrected Wilcoxon
signed rank tests) in pairwise comparisons between phases of ITs were found using the mean and
standard deviation of JD and SF. These differences were mainly found in 𝐵#, where a lower
irregularity and variability, together with less prominent time-frequency fluctuations, were found in
the hypertension phase of ITs. Our results suggest that wavelet analysis could be useful for
understanding CSF dynamics in NPH.
Revisión por pares
SI
Patrocinador
This research was supported by ‘Ministerio de Economía y Competitividad’ and 'European Regional Development Fund' (FEDER) under project TEC2014-53196-R, by ‘European Commission’ and FEDER under project 'Análisis y correlación entre el genoma completo y la actividad cerebral para la ayuda en el diagnóstico de la enfermedad de Alzheimer' ('Cooperation Programme Interreg V-A Spain-Portugal POCTEP 2014-2020'), and by ‘Consejería de Educación de la Junta de Castilla y León’ and FEDER under project VA037U16.
Version del Editor
Propietario de los Derechos
Philosophical Transactions of The Royal Society A-Mathematical Physical and Engineering Sciences
Idioma
eng
Derechos
restrictedAccess
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