DocumentCode :
2613621
Title :
Validation of a retrospective respiratory gating method for small-animal CT scanners
Author :
Chavarrias, Cristina ; Vaquero, Juan Jose ; Sisniega, Alejandro ; Rodriguez-Ruano, Alexia ; Soto-Montenegro, Maria Luisa ; Desco, Manuel
Author_Institution :
Laboratorio de Imagen M?dica, Unidad de Medicina y Cirug?a Experimental, Hospital General Universitario Gregorio Mara??n, Madrid, Spain
fYear :
2008
fDate :
19-25 Oct. 2008
Firstpage :
4303
Lastpage :
4305
Abstract :
We propose a retrospective respiratory gating algorithm to generate dynamic CT studies. To this end, we compared three different methods of extracting the respiratory signal from the projections of small-animal cone-beam computed tomography (CBCT) scanners. Given a set of frames acquired from a certain axial angle, subtraction of their average image from each individual frame produces a set of difference images. The respiratory signals were extracted by analyzing the shape of the histogram of these difference images: we calculated the first four central and non-central moments. However, only odd-order moments produced the desired breathing signal, as the even-order moments lacked information about the phase. Each of these curves was compared to a reference signal recorded by means of a pneumatic pillow. Given the similar correlation coefficients yielded by all of them, we selected the mean to implement our retrospective protocol. Respiratory phase bins were separated, reconstructed independently and included in a dynamic sequence, suitable for cine playback. We validated our method in 5 adult rat studies by comparing profiles drawn across the diaphragm dome, with and without retrospective respiratory gating. Results showed a sharper transition in the gated reconstruction, with an average slope improvement of 60.7%.
Keywords :
Biomedical imaging; Computed tomography; Data mining; Heuristic algorithms; Histograms; Image analysis; Image reconstruction; Lungs; Nuclear and plasma sciences; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium Conference Record, 2008. NSS '08. IEEE
Conference_Location :
Dresden, Germany
ISSN :
1095-7863
Print_ISBN :
978-1-4244-2714-7
Electronic_ISBN :
1095-7863
Type :
conf
DOI :
10.1109/NSSMIC.2008.4774235
Filename :
4774235
Link To Document :
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