Presentation 2011-01-19
Estimation of lung motion from CT images in different respiratory phases and its application to improvement of PET image quality
Masayuki KANAI, Hideaki HANEISHI, Kyouka KOBUNA, Hidenori UE, Yoshitaka TAMAI, Atsushi SAKOHIRA, Kazuyoshi SUGA,
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Abstract(in English) Lung motion due to respiration causes image degradation in medical imaging, especially in nuclear medicine which requires long acquisition time. We have developed a method for image correction between the respiration-gated (RG) PET images in different respiration phases. The method offers the motion field vector of lung from the PET image set and the motion field vector plays a role for image summation of the RGPET images. This technique is applied to a set of breath-hold (BH) PET images in this paper. In the BH method, a patient is asked to hold his/her breath for 10 to 30 s as the image acquisition is performed. This is repeated several times and the obtained images are summed. In practice, however, a patient cannot necessarily hold his/her breath at the same timing of breathing. In such a case, the summed images still has a blur. We have proposed to apply our image registration method developed before for RG images to BH images. The BH images are nonlinearly motion-corrected so as to match a reference BH image and summed. In this paper, we introduced a new constraint on the motion vector field. Based on the use of PET/CT, we assumed to obtain two CT images; one is inhalation, the other is exhalation. From these images, we first calculated the motion vector field. In the registration of PET images, the motion correction of local point is limited to the direction given by those obtained by CT images. Through the experiment with six patient BH image data, we confirmed that the proposed method is effective in obtaining a non-blurred image.
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Keyword(in English) PET / CT / Attenuation Correction / Motion Correction / Breath-hold
Paper # MI2010-86
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Committee MI
Conference Date 2011/1/12(1days)
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Paper Information
Registration To Medical Imaging (MI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Estimation of lung motion from CT images in different respiratory phases and its application to improvement of PET image quality
Sub Title (in English)
Keyword(1) PET
Keyword(2) CT
Keyword(3) Attenuation Correction
Keyword(4) Motion Correction
Keyword(5) Breath-hold
1st Author's Name Masayuki KANAI
1st Author's Affiliation Graduate School of Engineering, Chiba University()
2nd Author's Name Hideaki HANEISHI
2nd Author's Affiliation Research Center for Frontier Medical Engineering, Chiba University
3rd Author's Name Kyouka KOBUNA
3rd Author's Affiliation Graduate School of Advanced Integration Science, Chiba University
4th Author's Name Hidenori UE
4th Author's Affiliation Fukushima National College of Technology
5th Author's Name Yoshitaka TAMAI
5th Author's Affiliation St. Hill Hospital
6th Author's Name Atsushi SAKOHIRA
6th Author's Affiliation St. Hill Hospital
7th Author's Name Kazuyoshi SUGA
7th Author's Affiliation St. Hill Hospital
Date 2011-01-19
Paper # MI2010-86
Volume (vol) vol.110
Number (no) 364
Page pp.pp.-
#Pages 6
Date of Issue