Title :
Localization of hemorrhage site in stroke patients using multichannel microwave measurements
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Melbourne, Melbourne, VIC, Australia
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Microwave measurements from an antenna array placed around the head can be used to detect changes in dielectric properties of the brain. In this paper an algorithm is developed to provide localization information of the site of an intra cerebral hemorrhage. The algorithm is based in the hypothesis that scattering parameters for an antenna pair close to the site of the bleeding will undergo larger changes. The change is measured using a feature derived from the scattering measurements using higher order singular value decomposition and is compared with the feature derived from measurements from a control group of healthy subjects. The proposed algorithm is evaluated on clinical data and the result is compared with computed tomography images of the patients.
Keywords :
antenna arrays; biomedical measurement; blood; brain; medical disorders; medical signal processing; microwave measurement; singular value decomposition; antenna array; antenna pair scattering parameters; brain dielectric property changes; computed tomography image comparison; hemorrhage site localization; higher order SVD; intracerebral hemorrhage; localization information; multichannel microwave measurements; scattering measurements; singular value decomposition; stroke patients; Argon; Biomedical imaging; Biomedical measurements; Computed tomography; Microwave FET integrated circuits; Microwave integrated circuits; Microwave measurements; HOSVD; classification; microwave tomography; multichannel microwave measurements; multilinear algebra; signal processing; Algorithms; Hemorrhage; Humans; Microwaves; Stroke;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6347343