Title :
Complexity of cerebral blood flow velocity and arterial blood pressure in subarachnoid hemorrhage using time-frequency analysis
Author :
Michal M. Placek;Paweł Wachel;Marek Czosnyka;Martin Soehle;Peter Smielewski;Magdalena Kasprowicz
Author_Institution :
Department of Biomedical Engineering, Wroclaw University of Technology, Poland
Abstract :
We investigated changes of time-frequency (TF) complexity, in terms of Rényi entropy and a measure of concentration, of middle cerebral blood flow velocity (CBFV) and arterial blood pressure in relation to the development of cerebral vasospasm in 15 patients after aneurysmal subarachnoid hemorrhage. Interhemispheric differences in the period of no vasospasm and vasospasm were also compared. Results show reduced complexity of TF representations of CBFV on the side of aneurysm before vasospasm was identified. This potentially can serve as an early-warning indicator of future derangement of cerebral circulation.
Keywords :
"Complexity theory","Blood flow","Time-frequency analysis","Entropy","Hemorrhaging","Arteries","Fractals"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7320176