System and method reconstructing a nuclear medicine image using deformed attenuation image
a nuclear medicine and attenuation image technology, applied in the field of tomographic imaging, can solve the problems of increasing image noise, artifacts and/or contrast dilution of lesions from motion blurring, and not generally providing structural details of pet imaging as well as other types of scanners, and achieve the effect of improving quantitative accuracy in tomographic imaging
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[0018]Embodiments disclosed herein include an imaging method for providing motion correction in tomographic imaging. Some embodiments are associated with reconstruction of respiratory-gated PET images using a CT image for PET attenuation correction. Note that patient motion may lead to a mismatch between PET and CT images and result in artifacts in reconstructed PET images. This mismatch may, according to some embodiments, be adjusted between gated PET and CT images. The mismatch adjustment may be performed, for example, in the CT-based attenuation image to correct for motion in a region of interest. An attenuation mismatch may be modeled as a deformation of the initially given CT-based attenuation image and the deformation as well as the PET image for each gate may be jointly estimated from respiratory gated PET data. The resulting estimated deformation may yield a mismatch corrected attenuation image, which may result in a PET image free of attenuation mismatch induced artifacts. ...
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