TUH207A02: Relative Importance of the Various Factors Influencing the Accuracy of Monte Carlo Simulated CT Dose Index
Abstract
Purpose: Monte Carlo simulation is a frequently used technique for assessing patient dose in CT. The accuracy of a Monte Carlo program is often validated using the standard CT dose index (CTDI) phantoms by comparing simulated and measured CTDI{sub 100}. To achieve good agreement, many input parameters in the simulation (e.g., energy spectrum and effective beam width) need to be determined. However, not all the parameters have equal importance. Our aim was to assess the relative importance of the various factors that influence the accuracy of simulated CTDI{sub 100}. Methods: A Monte Carlo program previously validated for a clinical CT system was used to simulate CTDI{sub 100}. For the standard CTDI phantoms (32 and 16 cm in diameter), CTDI{sub 100} values from central and four peripheral locations at 70 and 120 kVp were first simulated using a set of reference input parameter values (treated as the truth). To emulate the situation in which the input parameter values used by the researcher may deviate from the truth, additional simulations were performed in which intentional errors were introduced into the input parameters, the effects of which on simulated CTDI{sub 100} were analyzed. Results: At 38.4mm collimation, errors in effective beam width upmore »
 Authors:
 Medical Physics Graduate Program, Department of Physics, Cleveland State University, Cleveland, OH (United States)
 (United States)
 Siemens Medical Solutions USA, Inc., Malvern, PA (United States)
 Publication Date:
 OSTI Identifier:
 22654034
 Resource Type:
 Journal Article
 Resource Relation:
 Journal Name: Medical Physics; Journal Volume: 43; Journal Issue: 6; Other Information: (c) 2016 American Association of Physicists in Medicine; Country of input: International Atomic Energy Agency (IAEA)
 Country of Publication:
 United States
 Language:
 English
 Subject:
 60 APPLIED LIFE SCIENCES; 61 RADIATION PROTECTION AND DOSIMETRY; ACCURACY; BEAM PROFILES; COMPUTERIZED SIMULATION; EDUCATIONAL FACILITIES; ENERGY SPECTRA; ERRORS; MONTE CARLO METHOD; RADIATION DOSES; SOCIOECONOMIC FACTORS
Citation Formats
Marous, L, Muryn, J, Liptak, C, Morgan, A, Dong, F, Li, X, Section of Medical Physics, Imaging Institute, Cleveland Clinic, Cleveland, OH, and Primak, A. TUH207A02: Relative Importance of the Various Factors Influencing the Accuracy of Monte Carlo Simulated CT Dose Index. United States: N. p., 2016.
Web. doi:10.1118/1.4957638.
Marous, L, Muryn, J, Liptak, C, Morgan, A, Dong, F, Li, X, Section of Medical Physics, Imaging Institute, Cleveland Clinic, Cleveland, OH, & Primak, A. TUH207A02: Relative Importance of the Various Factors Influencing the Accuracy of Monte Carlo Simulated CT Dose Index. United States. doi:10.1118/1.4957638.
Marous, L, Muryn, J, Liptak, C, Morgan, A, Dong, F, Li, X, Section of Medical Physics, Imaging Institute, Cleveland Clinic, Cleveland, OH, and Primak, A. 2016.
"TUH207A02: Relative Importance of the Various Factors Influencing the Accuracy of Monte Carlo Simulated CT Dose Index". United States.
doi:10.1118/1.4957638.
@article{osti_22654034,
title = {TUH207A02: Relative Importance of the Various Factors Influencing the Accuracy of Monte Carlo Simulated CT Dose Index},
author = {Marous, L and Muryn, J and Liptak, C and Morgan, A and Dong, F and Li, X and Section of Medical Physics, Imaging Institute, Cleveland Clinic, Cleveland, OH and Primak, A},
abstractNote = {Purpose: Monte Carlo simulation is a frequently used technique for assessing patient dose in CT. The accuracy of a Monte Carlo program is often validated using the standard CT dose index (CTDI) phantoms by comparing simulated and measured CTDI{sub 100}. To achieve good agreement, many input parameters in the simulation (e.g., energy spectrum and effective beam width) need to be determined. However, not all the parameters have equal importance. Our aim was to assess the relative importance of the various factors that influence the accuracy of simulated CTDI{sub 100}. Methods: A Monte Carlo program previously validated for a clinical CT system was used to simulate CTDI{sub 100}. For the standard CTDI phantoms (32 and 16 cm in diameter), CTDI{sub 100} values from central and four peripheral locations at 70 and 120 kVp were first simulated using a set of reference input parameter values (treated as the truth). To emulate the situation in which the input parameter values used by the researcher may deviate from the truth, additional simulations were performed in which intentional errors were introduced into the input parameters, the effects of which on simulated CTDI{sub 100} were analyzed. Results: At 38.4mm collimation, errors in effective beam width up to 5.0 mm showed negligible effects on simulated CTDI{sub 100} (<1.0%). Likewise, errors in acrylic density of up to 0.01 g/cm{sup 3} resulted in small CTDI{sub 100} errors (<2.5%). In contrast, errors in spectral HVL produced more significant effects: slight deviations (±0.2 mm Al) produced errors up to 4.4%, whereas more extreme deviations (±1.4 mm Al) produced errors as high as 25.9%. Lastly, ignoring the CT table introduced errors up to 13.9%. Conclusion: Monte Carlo simulated CTDI{sub 100} is insensitive to errors in effective beam width and acrylic density. However, they are sensitive to errors in spectral HVL. To obtain accurate results, the CT table should not be ignored. This work was supported by a Faculty Research and Development Award from Cleveland State University.},
doi = {10.1118/1.4957638},
journal = {Medical Physics},
number = 6,
volume = 43,
place = {United States},
year = 2016,
month = 6
}

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