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
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