Scatter modelling and compensation in emission tomography

In nuclear medicine, clinical assessment and diagnosis are generally based on qualitative assessment of the distribution pattern of radiotracers used. In addition, emission tomography (SPECT and PET) imaging methods offer the possibility of quantitative assessment of tracer concentration in vivo to quantify relevant parameters in clinical and research settings, provided accurate correction for the physical degrading factors (e.g. attenuation, scatter, partial volume effects) hampering their quantitative accuracy are applied. This review addresses the problem of Compton scattering as the dominant photon interaction phenomenon in emission tomography and discusses its impact on both the quality of reconstructed clinical images and the accuracy of quantitative analysis. After a general introduction, there is a section in which scatter modelling in uniform and non-uniform media is described in detail. This is followed by an overview of scatter compensation techniques and evaluation strategies used for the assessment of these correction methods. In the process, emphasis is placed on the clinical impact of image degradation due to Compton scattering. This, in turn, stresses the need for implementation of more accurate algorithms in software supplied by scanner manufacturers, although the choice of a general-purpose algorithm or algorithms may be difficult.

[1]  Brian F. Hutton,et al.  Efficient scatter modelling for incorporation in maximum likelihood reconstruction , 1998, European Journal of Nuclear Medicine.

[2]  C A Giannone Monte Carlo Calculations in Nuclear Medicine: Applications in Diagnostic Imaging , 1999 .

[3]  S Eberl,et al.  Effects of scatter and attenuation correction on quantitative assessment of regional cerebral blood flow with SPECT. , 1998, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[4]  R Lecomte,et al.  Scatter degradation and correction models for high-resolution PET. , 1996, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[5]  Dale L. Bailey,et al.  Quantitative Procedures in 3D PET , 1998 .

[6]  B. Tsui,et al.  A new method for modeling the spatially-variant, object-dependent scatter response function in SPECT , 1996, 1996 IEEE Nuclear Science Symposium. Conference Record.

[7]  R. F. Wagner,et al.  Objective assessment of image quality. II. Fisher information, Fourier crosstalk, and figures of merit for task performance. , 1995, Journal of the Optical Society of America. A, Optics, image science, and vision.

[8]  I Buvat,et al.  Comparative assessment of nine scatter correction methods based on spectral analysis using Monte Carlo simulations. , 1995, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[9]  R. Jaszczak,et al.  Improved SPECT quantification using compensation for scattered photons. , 1984, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[10]  D.J. de Vries,et al.  Characterization of spectral and spatial distributions of penetration, scatter and lead X-rays in Ga-67 SPECT , 1998, 1998 IEEE Nuclear Science Symposium Conference Record. 1998 IEEE Nuclear Science Symposium and Medical Imaging Conference (Cat. No.98CH36255).

[11]  E C Frey,et al.  Fast implementations of reconstruction-based scatter compensation in fully 3D SPECT image reconstruction. , 1998, Physics in medicine and biology.

[12]  L. Laperriere,et al.  Monte Carlo analysis of camera-induced spectral contamination for different primary energies , 1992 .

[13]  R. Trebossen,et al.  A PET scatter correction using simultaneous acquisitions with low and high lower energy thresholds , 1993, 1993 IEEE Conference Record Nuclear Science Symposium and Medical Imaging Conference.

[14]  Max A. Viergever,et al.  Dual matrix ordered subsets reconstruction for accelerated 3D scatter compensation in single-photon emission tomography , 1997, European Journal of Nuclear Medicine.

[15]  P. Maksud,et al.  A new scatter compensation method for Ga-67 imaging using artificial neural networks , 2000, 2000 IEEE Nuclear Science Symposium. Conference Record (Cat. No.00CH37149).

[16]  J Nuyts,et al.  Iterative image reconstruction methods , 2005 .

[17]  M S Rosenthal,et al.  Quantitative SPECT imaging: a review and recommendations by the Focus Committee of the Society of Nuclear Medicine Computer and Instrumentation Council. , 1995, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[18]  A. Todd-Pokropek,et al.  Scatter correction in scintigraphy: the state of the art , 1994, European Journal of Nuclear Medicine.

[19]  M A King,et al.  Activity quantitation in SPECT: a study of prereconstruction Metz filtering and use of the scatter degradation factor. , 1991, Medical physics.

[20]  Eric C Frey,et al.  Optimum compensation method and filter cutoff frequency in myocardial SPECT: a human observer study. , 2002, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[21]  Yuni Dewaraja,et al.  Update on hybrid conjugate-view SPECT tumor dosimetry and response in 131I-tositumomab therapy of previously untreated lymphoma patients. , 2003, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[22]  R. D. Evans,et al.  Atomic Nucleus , 2020, Definitions.

[23]  Martin J. Lercher,et al.  Scatter correction in 3-D PET , 1994, IEEE Trans. Medical Imaging.

[24]  A Aurengo,et al.  Artificial neural network as a tool to compensate for scatter and attenuation in radionuclide imaging. , 1998, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[25]  K F Koral,et al.  Characterization of scatter and penetration using Monte Carlo simulation in 131I imaging. , 2000, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[26]  Steven M. Larson,et al.  PET/CT: a new imaging technology in nuclear medicine , 2003, European Journal of Nuclear Medicine and Molecular Imaging.

[27]  S Webb,et al.  Improved quantification of radionuclide uptake using deconvolution and windowed subtraction techniques for scatter compensation in single photon emission computed tomography. , 1990, Medical physics.

[28]  Magnus Dahlbom,et al.  Performance analysis of an improved 3-D PET Monte Carlo simulation and scatter correction , 2000 .

[29]  Kenneth F. Koral,et al.  A regularized deconvolution-fitting method for Compton-scatter correction in SPECT , 1992, IEEE Trans. Medical Imaging.

[30]  Donald Sashin,et al.  CHAPTER 16 – Scatter Correction for Brain Receptor Quantitation in 3D PET , 1996 .

[31]  E. Frey,et al.  A practical method for incorporating scatter in a projector-backprojector for accurate scatter compensation in SPECT , 1993 .

[32]  M Ljungberg,et al.  Scatter and attenuation correction in SPECT using density maps and Monte Carlo simulated scatter functions. , 1990, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[33]  M A Viergever,et al.  SPECT scatter modelling in non-uniform attenuating objects. , 1997, Physics in medicine and biology.

[34]  P. Maksud,et al.  The effects of compensation for scatter, lead X-rays and high-energy contamination on lesion detectability and activity estimation in Ga-67 imaging , 2002 .

[35]  Habib Zaidi,et al.  Assessment of the impact of model-based scatter correction on [18F]-FDG 3D brain PET in healthy subjects using statistical parametric mapping , 2003, NeuroImage.

[36]  Stefan Eberl,et al.  Monte Carlo evaluation of accuracy and noise properties of two scatter correction methods , 1996, 1996 IEEE Nuclear Science Symposium. Conference Record.

[37]  Chia-ho Hua Compton imaging system development and performance assessment. , 2000 .

[38]  F J Beekman,et al.  Efficient SPECT scatter calculation in non-uniform media using correlated Monte Carlo simulation. , 1999, Physics in medicine and biology.

[39]  H Iida,et al.  Monte Carlo and experimental evaluation of accuracy and noise properties of two scatter correction methods for SPECT , 1996, Physics in medicine and biology.

[40]  R C Lanza,et al.  Development and validation of a Monte Carlo simulation of photon transport in an Anger camera. , 1990, IEEE transactions on medical imaging.

[41]  H Zaidi,et al.  Relevance of accurate Monte Carlo modeling in nuclear medical imaging. , 1999, Medical physics.

[42]  J. G. Rogers,et al.  Object shape dependent scatter simulations for PET , 1991 .

[43]  Robert B. Innis,et al.  Effect of scatter correction on the compartmental measurement of striatal and extrastriatal dopamine D2 receptors using [123I]epidepride SPET , 2004, European Journal of Nuclear Medicine and Molecular Imaging.

[44]  I. Buvat,et al.  Relative impact of scatter, collimator response, attenuation, and finite spatial resolution corrections in cardiac SPECT. , 2000, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[45]  Anne Larsson,et al.  Scatter-to-primary based scatter fractions for transmission-dependent convolution subtraction of SPECT images. , 2003, Physics in medicine and biology.

[46]  Matt A. King,et al.  A dual-photopeak window method for scatter correction. , 1992, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[47]  D. Bailey,et al.  A transmission-dependent method for scatter correction in SPECT. , 1994, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[48]  Eric C. Frey,et al.  Modeling the scatter response function in inhomogeneous scattering media for SPECT , 1994 .

[49]  R. Myers Quantification of brain function using PET , 1996 .

[50]  T. Spinks,et al.  Correction for scatter in 3D brain PET using a dual energy window method. , 1996, Physics in medicine and biology.

[51]  Matt A. King,et al.  Attenuation compensation for cardiac single-photon emission computed tomographic imaging: Part 2. Attenuation compensation algorithms , 1996, Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology.

[52]  A. Kojima,et al.  Effect of energy resolution on scatter fraction in scintigraphic imaging: Monte Carlo study. , 1993, Medical physics.

[53]  R.E. Carson,et al.  Scatter correction in maximum-likelihood reconstruction of PET data , 1992, IEEE Conference on Nuclear Science Symposium and Medical Imaging.

[54]  R. G. Wells,et al.  Analytical calculation of scatter distributions in SPECT projections , 1995 .

[55]  H Zaidi,et al.  Scatter modelling and correction strategies in fully 3-D PET , 2001, Nuclear medicine communications.

[56]  S R Meikle,et al.  A convolution-subtraction scatter correction method for 3D PET. , 1994, Physics in medicine and biology.

[57]  Simon R. Cherry,et al.  Effects of scatter on model parameter estimates in 3D PET studies of the human brain , 1995 .

[58]  J. Ollinger Model-based scatter correction for fully 3D PET. , 1996, Physics in medicine and biology.

[59]  Michael A. King,et al.  AN INVESTIGATION OF THE FILTERING OF TEW SCATTER ESTIMATES USED TO COMPENSATE FOR SCATTER WITH ORDERED SUBSET RECONSTRUCTIONS , 1996 .

[60]  J M Links,et al.  Scattered photons as "good counts gone bad:" are they reformable or should they be permanently removed from society? , 1995, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[61]  Scott David Wollenweber,et al.  Parameterization of a model-based 3-D PET scatter correction , 2002 .

[62]  Yoshiharu Yonekura,et al.  Impact of scatter correction in the kinetic analysis of a D2 receptor ligand SPECT study , 2001, 2001 IEEE Nuclear Science Symposium Conference Record (Cat. No.01CH37310).

[63]  Koichi Ogawa,et al.  Accurate scatter compensation using neural networks in radionuclide imaging , 1993 .

[64]  Gunnar Brix,et al.  Fast implementation of the single scatter simulation algorithm and its use in iterative image reconstruction of PET data , 1999, 1999 IEEE Nuclear Science Symposium. Conference Record. 1999 Nuclear Science Symposium and Medical Imaging Conference (Cat. No.99CH37019).

[65]  E C Frey,et al.  Scatter compensation methods in 3D iterative SPECT reconstruction: a simulation study. , 1997, Physics in medicine and biology.

[66]  Habib Zaidi,et al.  Therapeutic Applications of Monte Carlo Calculations in Nuclear Medicine , 2002 .

[67]  Matthew A. Kupinski,et al.  Objective Assessment of Image Quality , 2005 .

[68]  K. Klingenbeck-Regn,et al.  Efficient object scatter correction algorithm for third and fourth generation CT scanners , 1999, European Radiology.

[69]  H. Zaidi Comparative evaluation of scatter correction techniques in 3D positron emission tomography , 2000, European Journal of Nuclear Medicine.

[70]  K. Ogawa,et al.  A practical method for position-dependent Compton-scatter correction in single photon emission CT. , 1991, IEEE transactions on medical imaging.

[71]  Carole Lartizien,et al.  A hybrid scatter correction for 3D PET based on an estimation of the distribution of unscattered coincidences: implementation on the ECAT EXACT HR+. , 2002 .

[72]  H. Zaidi,et al.  Scatter Correction Strategies in Emission Tomography , 2006 .

[73]  R Lecomte,et al.  Nonstationary scatter subtraction-restoration in high-resolution PET. , 1996, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[74]  T. Pan,et al.  Numerical study of multigrid implementations of some iterative image reconstruction algorithms , 1991, Conference Record of the 1991 IEEE Nuclear Science Symposium and Medical Imaging Conference.

[75]  C E Floyd,et al.  Inverse Monte Carlo as a unified reconstruction algorithm for ECT. , 1986, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[76]  A. Celler,et al.  Investigation of scatter in SPECT transmission studies , 1999, 1999 IEEE Nuclear Science Symposium. Conference Record. 1999 Nuclear Science Symposium and Medical Imaging Conference (Cat. No.99CH37019).

[77]  Kenneth F. Koral,et al.  SPECTCompton-Scattering Correction by Analysisof EnergySpectra , 1988 .

[78]  Habib Zaidi,et al.  Reconstruction-Based Estimation of the Scatter Component in Positron Emission Tomography , 2001 .

[79]  D. Newport,et al.  Evaluation of simulation-based scatter correction for 3-D PET cardiac imaging , 1995 .

[80]  Jonathan M. Links,et al.  Improved positron emission tomography quantification by Fourier-based restoration filtering , 1992, European Journal of Nuclear Medicine.

[81]  Eric C. Frey,et al.  Parameterization of the scatter response function in SPECT imaging using Monte Carlo simulation , 1990 .

[82]  M A King,et al.  Estimation of attenuation maps from scatter and photopeak window single photon-emission computed tomographic images of technetium 99m-labeled sestamibi , 1997, Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology.

[83]  C E Floyd,et al.  Energy and spatial distribution of multiple order Compton scatter in SPECT: a Monte Carlo investigation. , 1984, Physics in medicine and biology.

[84]  Andrea Varrone,et al.  Contribution of scatter and attenuation compensation to SPECT images of nonuniformly distributed brain activities. , 2003, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[85]  Joel S. Karp,et al.  Triple energy window scatter correction technique in PET , 1994, IEEE Trans. Medical Imaging.

[86]  H. Zaidi,et al.  An object-oriented Monte Carlo simulator for 3D cylindrical positron tomographs. , 1999, Computer methods and programs in biomedicine.

[87]  G Brix,et al.  Investigation of scattered radiation in 3D whole-body positron emission tomography using Monte Carlo simulations. , 1999, Physics in medicine and biology.

[88]  M F Kijewski,et al.  Evaluation of scatter compensation methods by their effects on parameter estimation from SPECT projections. , 2001, Medical physics.

[89]  F J Beekman,et al.  Rapid SPECT simulation of downscatter in non-uniform media , 2001, Physics in medicine and biology.

[90]  C. Jonsson,et al.  A spatially varying compton scatter correction for SPECT utilizing the integral Klein-Nishina cross section. , 2001, Physics in medicine and biology.

[91]  P.H. Pretorius,et al.  Evaluation of scatter compensation strategies and their impact on human detection performance in Tc-99m myocardial perfusion imaging , 2002, 2002 IEEE Nuclear Science Symposium Conference Record.

[92]  M A King,et al.  Effects of scatter substraction on detection and quantitation in hepatic SPECT. , 1999, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[93]  V Sossi,et al.  A phantom study evaluating the quantitative aspect of 3D PET imaging of the brain. , 1998, Physics in medicine and biology.

[94]  Roger Lecomte,et al.  Energy dependence of nonstationary scatter subtraction-restoration in high resolution PET , 1999, IEEE Transactions on Medical Imaging.

[95]  Gunnar Brix,et al.  Investigation of the scatter contribution in single photon transmission measurements by means of Monte Carlo simulations , 1998 .

[96]  C. C. Watson,et al.  New, faster, image-based scatter correction for 3D PET , 1999, 1999 IEEE Nuclear Science Symposium. Conference Record. 1999 Nuclear Science Symposium and Medical Imaging Conference (Cat. No.99CH37019).

[97]  G J Hademenos,et al.  Comparison of four scatter correction methods using Monte Carlo simulated source distributions. , 1994, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[98]  T A Riauka,et al.  Experimental and numerical investigation of the 3D SPECT photon detection kernel for non-uniform attenuating media. , 1996, Physics in medicine and biology.

[99]  D. Townsend,et al.  The Theory and Practice of 3D PET , 1998, Developments in Nuclear Medicine.

[100]  Roger Lecomte,et al.  Object and detector scatter-function dependence on energy and position in high resolution PET , 1995 .

[101]  H. Zaidi,et al.  Magnetic resonance imaging-guided attenuation and scatter corrections in three-dimensional brain positron emission tomography. , 2003, Medical physics.

[102]  Habib Zaidi,et al.  Determination of the attenuation map in emission tomography. , 2003, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[103]  G A Carlsson,et al.  Calculation of scattering cross sections for increased accuracy in diagnostic radiology. I. Energy broadening of Compton-scattered photons. , 1982, Medical physics.

[104]  E. Hoffman,et al.  A Monte Carlo correction for the effect of Compton scattering in 3-D PET brain imaging , 1995 .

[105]  Freek J. Beekman,et al.  Efficient fully 3-D iterative SPECT reconstruction with Monte Carlo-based scatter compensation , 2002, IEEE Transactions on Medical Imaging.