The reduction of artifacts due to metal hip implants in CT-attenuation corrected PET images from hybrid PET/CT scanners

被引:36
作者
Kennedy, John A.
Israel, Ora
Frenkel, Alex
Bar-Shalom, Rachel
Azhari, Haim [1 ]
机构
[1] Technion Israel Inst Technol, Fac Biomed Engn, IL-32000 Haifa, Israel
[2] Dept Nucl Med, Haifa, Israel
[3] Technion Israel Inst Technol, Bruce Rappaport Fac Med, IL-31096 Haifa, Israel
关键词
PET/CT; artifact; hip prosthesis; attenuation correction;
D O I
10.1007/s11517-007-0188-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
CT beam hardening artifacts near metal hip implants may erroneously enhance or diminish radiotracer uptake following CT attenuation correction (AC) of PET images. An artifact reduction algorithm (ARA) was developed to reduce metal artifacts in CT-based AC-PET. The algorithm employed a Bayes classifier to identify beam-hardening artifacts, followed by a partial correction of the attenuation map. ARA was implemented on phantom and patient F-18-FDG studies using a clinical PET/CT scanner. In phantom studies ARA successfully removed two artifacts of erroneously elevated uptake near a stainless steel hip prosthesis which were depicted in the standard CT-AC PET. ARA has also identified two targets absent on the scanner PET images. Target-to-background ratios were 1.5-3 times higher for ARA-PET than scanner images. In a patient study, metal artifacts were of lower intensity in ARA-PET as compared to standard images. Potentially, ARA may improve detectability of small lesions located near metal hip implants.
引用
收藏
页码:553 / 562
页数:10
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