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Rigid motion correction of dual opposed planar projections in single photon imaging
G I Angelis1,2, W J Ryder1,3,4, J E Gillam1
1Imaging Physics Laboratory, Brain and Mind Centre, Camperdown, NSW 2050, Australia.
Physics in Medicine and Biology
|March 24, 2017
Summary
This study demonstrates accurate motion correction for freely moving small animal imaging using iterative reconstruction. The method enables precise 3D volume estimation and quantitative analysis of tracer distribution, even with complex motion.
Area of Science:
- Medical Imaging
- Nuclear Medicine
- Biomedical Engineering
Background:
- Studying molecules with slow kinetics in small animals requires continuous imaging without anesthesia or restraint.
- Freely moving small animal planar imaging presents challenges due to motion, resembling a limited angle tomography problem.
- Estimating motion-free projections is crucial for accurate molecular kinetic studies.
Purpose of the Study:
- To hypothesize and test a method for estimating motion-free planar projections in freely moving small animals.
- To assess the accuracy of motion-corrected projections using iterative reconstruction and 3D volume integration.
- To investigate the quantitative accuracy of regional activity measurements from corrected projections.
Main Methods:
- Utilized Monte-Carlo simulations and experimental phantom data with a dual opposed detector system.
- Modeled rigid motion with 6 degrees of freedom for small animals.
- Employed an iterative motion-compensating reconstruction algorithm to estimate 3D volumes and derive 2D projections.
Main Results:
- Demonstrated feasibility of estimating qualitatively accurate motion-corrected projections across various motion types and axes.
- Showed relatively small errors (within 10%) in geometric mean estimates of regional activity.
- Identified that quantitative regional errors depend on motion complexity and surrounding organ activity.
Conclusions:
- Concluded that accurate motion-free projections (qualitative and quantitative) can be estimated for rigidly moving objects using iterative reconstruction with dual opposed detectors.
- Anticipated that this approach can be extended to non-rigid motion scenarios.
- Highlighted the potential for improved molecular imaging studies in awake, freely moving small animals.
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