Title :
Lung motion correction on respiratory gated 3-D PET/CT images
Author :
Dawood, Mohammad ; Lang, Norbert ; Jiang, Xiaoyi ; Schafers, Klaus P.
Author_Institution :
Dept. of Nucl. Med., Univ. of Munster, Germany
fDate :
4/1/2006 12:00:00 AM
Abstract :
Motion is a source of degradation in positron emission tomography (PET)/computed tomography (CT) images. As the PET images represent the sum of information over the whole respiratory cycle, attenuation correction with the help of CT images may lead to false staging or quantification of the radioactive uptake especially in the case of small tumors. We present an approach avoiding these difficulties by respiratory-gating the PET data and correcting it for motion with optical flow algorithms. The resulting dataset contains all the PET information and minimal motion and, thus, allows more accurate attenuation correction and quantification.
Keywords :
image sequences; lung; medical image processing; pneumodynamics; positron emission tomography; tumours; attenuation correction; computed tomography; lung motion correction; optical flow algorithms; positron emission tomography; respiratory gating; tumors; Attenuation; Computed tomography; Degradation; Heart; Image motion analysis; Lungs; Neoplasms; Nuclear medicine; Optical attenuators; Positron emission tomography; Gating; PET; PET/CT; lung; motion; motion correction; optical flow; Algorithms; Artifacts; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Lung; Lung Diseases; Movement; Positron-Emission Tomography; Reproducibility of Results; Respiratory Mechanics; Sensitivity and Specificity; Tomography, X-Ray Computed;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2006.870892