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Published on: June 3, 2018
Improved image fusion in PET/CT using hybrid image reconstruction and super-resolution
John A Kennedy1, Ora Israel, Alex Frenkel
1Faculty of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa 32000, Israel.
Purpose:
To provide PET/CT image fusion with an improved PET resolution and better contrast ratios than standard reconstructions.
Method:
Using a super-resolution algorithm, several PET acquisitions were combined to improve the resolution. In addition, functional PET data was smoothed with a hybrid computed tomography algorithm (HCT), in which anatomical edge information taken from the CT was employed to retain sharper edges. The combined HCT and super-resolution technique were evaluated in phantom and patient studies using a clinical PET scanner.
Results:
In the phantom studies, 3 mm(18)F-FDG sources were resolved. PET contrast ratios improved (average: 54%, range: 45%-69%) relative to the standard reconstructions. In the patient study, target-to-background ratios also improved (average: 34%, range: 17%-47%). Given corresponding anatomical borders, sharper edges were depicted.
Conclusion:
A new method incorporating super-resolution and HCT for fusing PET and CT images has been developed and shown to provide higher-resolution metabolic images.
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