M. Alnafea1*, K. Wells1, N.M. Spyrou1 & M. Guy2

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Presentation transcript:

M. Alnafea1*, K. Wells1, N.M. Spyrou1 & M. Guy2 Monte Carlo Simulation of a Coded Aperture Imaging with Dedicated Gamma Camera System for Scintimammography M. Alnafea1*, K. Wells1, N.M. Spyrou1 & M. Guy2 1School of Electronics & Physical Sciences, University of Surrey, Guildford, Surrey, UK 2Deptment of Nuclear Medicine, Royal Surrey County Hospital, Guildford, Surrey, UK *E-mail:m.alnafea@surrey.ac.uk PSD7 Conference, 13/09/05

Outline Aim and Motivations Geometry and Methods of Simulation Validation Coded Aperture CdZnTe Results Conclusions PSD7 Conference, 13/09/05

MOTIVATION & AIM Breast Cancer is a leading cause of deaths in women due to cancer. Mammography is gold standard for screening (post- menopausal) women. Why are alternative imaging modalities needed ? Mammography has limitation in terms of sensitivity (ability to see abnormality ~ 90 %), specificity (ability to determine if lesion is benign or malignant ~ 93 %)1. Scintimammography can be used as an adjunct imaging modality to improve specificity -> minimise invasive secondary examinations. This study focus on the applications of Modified Uniformly Redundant Array (MURA) coded aperture imaging methods using CdZnTe gamma camera without collimator for use in breast tumour imaging 1. Tabár L, et al. (2000) Radiol Clin North Am 38:625.651. PSD7 Conference, 13/09/05

Why CZT camera? Higher charge carrier statistics leading to superior energy resolution -> Better scatter rejection Compact and light weight Have a high stopping power due to their high mass density (5.8g/cm3) and high effective atomic No. of 49.6 (Cd0.9 :48, Zn0.1:30, Te:52) -> high efficiency Efficient radiation absorption, good linearity, high stability, high sensitivity and wide dynamic range. PSD7 Conference, 13/09/05

The Concept of Coded Aperture Imaging Techniques originally used in Astronomical imaging The detector response is If G exists, then so we can recover O through post processing Contribution of background term can be minimized. The concept of the CAI system. The CA encodes the photon source location and strength information in the detector. The original source distribution may be determined by correlating the recorded image with a decoded pattern. PSD7 Conference, 13/09/05

Methods of Simulation MCNPX (Version 2.4.0) code is used Point-like (99mTc isotropic emitting 140 keV) sources are located inside the breast, with or without a background activity. Photons are tracked on an event by event basis through scattering media, CA and CdZnTe camera, subject to Compton and photoelectric interactions. The recorded (x, y) spatial information is blurred by sampling a Gaussian probability distribution function with FWHM=1.58mm. The energy deposition process is also subject to Gaussian broadening with energy dependent FWHM values from experimental data. Consider limited statistics expected in a clinically realistic imaging situation PSD7 Conference, 13/09/05

VALIDATION OF MONTE CARLO SIMULATION The developed simulation has been validated by comparison with experimental results. Comparison of the spatial resolution for 99mTc of an infinitesimally small point source in air in terms of FWHM between simulated and experimental CZT camera data (using a LEHR collimator). Brzymialkiewicz et. al., IEEE Trans. Med. Imaging 24 (2005) 868 PSD7 Conference, 13/09/05

Geometry of Point source in air Simulated history ~0.5M PSD7 Conference, 13/09/05

Simulation Results Point source in air PSD7 Conference, 13/09/05

Simulation Results Point source in Tissue Equivalent Material Simulated history ~0.5M PSD7 Conference, 13/09/05

Simulation Results 10mm diameter lesion in cold and hot TEM History Simulated ~7.7M photons PSD7 Conference, 13/09/05 TBR 100:1

Simulation Results 10mm diameter lesion in air, cold and hot TEM Tumour in air Tumour in hot TEM Tumour in TEM History Simulated ~7.7M photons from each lesion PSD7 Conference, 13/09/05

Simulation Results Lesion Contrast Lesion contrast was used to quantify the lesion visibility. The contrast C is defined by normalizing the signal to the background counts with the following formula: The signal was obtained using a ROI defined by the FWHM that is calculated by taking a profile through the centre of the detected tumor after a Gaussian curve (fit) obtained to the data points. PSD7 Conference, 13/09/05

First Simulation Results of 3D Phantom Geometry With cardiac shielding (1.5 mm tungsten) Demonstrates that not only cardiac shielding required, but also from non-specific uptake in the torso. Ideally image breast using a radio-opaque shielded plate PSD7 Conference, 13/09/05

Summary MURAs are attractive because displacing the gamma camera away from the breast allows access to a larger FoV (lymph nodes etc). Imaging point-like lesions [objects] in medicine akin to imaging stellar points [objects] in astronomy. The Monte Carlo Simulation provides a realistic computational tool for modelling a coded aperture camera. For this simple geometry, the 50% open fraction of the MURA mask can detect point like objects extremely well, both in air and in TEM. However when object assumes a finite size, AND non-specific uptake coupled with limited statistics present -> correlation noise artefacts present. Future work focussed on developing better shielding geometry and developing a cross-correlation background subtraction method to reduce background correlation artefacts. PSD7 Conference, 13/09/05

THE END ANY QUESTIONS PSD7 Conference, 13/09/05