Supplemental Transmission Aided Attenuation Correction for Quantitative Cardiac PET
IEEE Transactions on Medical Imaging
|November 10, 2023
Summary
A new method, supplemental transmission aided maximum likelihood reconstruction of attenuation and activity (sTX-MLAA), improves quantitative PET imaging. This approach enhances accuracy for cardiac PET/CT and PET/MR scans without needing prior images.
Area of Science:
- Medical Imaging
- Nuclear Medicine
- Physics
Background:
- Quantitative positron emission tomography (PET) attenuation correction (AC) is crucial for cardiac PET/CT and PET/MR imaging.
- Accurate AC is challenging due to patient motion and complex anatomy.
Purpose of the Study:
- To propose and evaluate a novel AC approach for cardiac PET/CT and PET/MR.
- To enable accurate quantitative PET imaging without prior image data or assumptions.
Main Methods:
- Developed supplemental transmission aided maximum likelihood reconstruction of attenuation and activity (sTX-MLAA) algorithm.
- Utilized a weak, fixed external source and patient coincidences to reconstruct μ-maps based on physics principles.
- Fully corrected for scatter and randoms from both external source and patient.
Main Results:
- sTX-MLAA demonstrated ≤ 5% bias in activity concentrations compared to CT-based AC in phantom studies.
- Reduced PET background variability compared to using transmission source counts alone.
- Effective with a TX source strength ≥ 12.7 MBq.
Conclusions:
- sTX-MLAA provides accurate quantitative PET attenuation correction for cardiac imaging.
- The method is robust and does not rely on prior imaging data.
- Enables quantitative PET/CT and PET/MR in human patients.
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