Comparison of conventional, model-based quantitative planar, and quantitative SPECT image processing methods for organ activity estimation using In-111 agents
Creators
- 1. Russell H Morgan Department of Radiology and Radiological Science, Johns Hopkins Medical Institutions, Baltimore, MD 21287-0859 (United States)
Description
Accurate quantification of organ radionuclide uptake is important for patient-specific dosimetry. The quantitative accuracy from conventional conjugate view methods is limited by overlap of projections from different organs and background activity, and attenuation and scatter. In this work, we propose and validate a quantitative planar (QPlanar) processing method based on maximum likelihood (ML) estimation of organ activities using 3D organ VOIs and a projector that models the image degrading effects. Both a physical phantom experiment and Monte Carlo simulation (MCS) studies were used to evaluate the new method. In these studies, the accuracies and precisions of organ activity estimates for the QPlanar method were compared with those from conventional planar (CPlanar) processing methods with various corrections for scatter, attenuation and organ overlap, and a quantitative SPECT (QSPECT) processing method. Experimental planar and SPECT projections and registered CT data from an RSD Torso phantom were obtained using a GE Millenium VH/Hawkeye system. The MCS data were obtained from the 3D NCAT phantom with organ activity distributions that modelled the uptake of 111In ibritumomab tiuxetan. The simulations were performed using parameters appropriate for the same system used in the RSD torso phantom experiment. The organ activity estimates obtained from the CPlanar, QPlanar and QSPECT methods from both experiments were compared. From the results of the MCS experiment, even with ideal organ overlap correction and background subtraction, CPlanar methods provided limited quantitative accuracy. The QPlanar method with accurate modelling of the physical factors increased the quantitative accuracy at the cost of requiring estimates of the organ VOIs in 3D. The accuracy of QPlanar approached that of QSPECT, but required much less acquisition and computation time. Similar results were obtained from the physical phantom experiment. We conclude that the QPlanar method, based on 3D organ VOIs and accurate models of the projection process, provided a substantial increase in accuracy of organ activity estimates from planar images compared to CPlanar processing and had accuracy approaching that of QSPECT
Availability note (English)
Available online at http://stacks.iop.org/0031-9155/51/3967/pmb6_16_006.pdf or at the Web site for the journal Physics in Medicine and Biology (ISSN 1361-6560) http://www.iop.org/Additional details
Identifiers
- URL
- http://stacks.iop.org/0031-9155/51/3967/pmb6_16_006.pdf; http://www.iop.org/;
- DOI
- 10.1088/0031-9155/51/16/006;
- PII
- S0031-9155(06)23680-7;
Publishing Information
- Journal Title
- Physics in Medicine and Biology
- Journal Volume
- 51
- Journal Issue
- 16
- Journal Page Range
- p. 3967-3981
- ISSN
- 0031-9155
- CODEN
- PHMBA7
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 38006914
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ACCURACY; ATTENUATION; COMPUTERIZED SIMULATION; CORRECTIONS; DOSIMETRY; IMAGE PROCESSING; IMAGES; INDIUM 111; MAXIMUM-LIKELIHOOD FIT; MONTE CARLO METHOD; ORGANS; PATIENTS; PHANTOMS; SINGLE PHOTON EMISSION COMPUTED TOMOGRAPHY; UPTAKE
- Descriptors DEC
- BETA DECAY RADIOISOTOPES; BODY; CALCULATION METHODS; COMPUTERIZED TOMOGRAPHY; DAYS LIVING RADIOISOTOPES; DIAGNOSTIC TECHNIQUES; ELECTRON CAPTURE RADIOISOTOPES; EMISSION COMPUTED TOMOGRAPHY; INDIUM ISOTOPES; INTERMEDIATE MASS NUCLEI; ISOMERIC TRANSITION ISOTOPES; ISOTOPES; MATHEMATICAL SOLUTIONS; MINUTES LIVING RADIOISOTOPES; MOCKUP; NUCLEI; NUMERICAL SOLUTION; ODD-EVEN NUCLEI; PROCESSING; RADIOISOTOPES; SIMULATION; STRUCTURAL MODELS; TOMOGRAPHY