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Technical Developments |
1 From the Department of Diagnostic Radiology, Yale University School of Medicine, 333 Cedar St, 2-332 SP, New Haven, CT 06520 (J.A.B.); the Department of Radiology, University of Iowa, Iowa City (G.W.); and the Mallinckrodt Institute of Radiology, St Louis, Mo (E.G.M.). Received February 1, 1999; revision requested April 5; revision received May 5; accepted August 30. Address reprint requests to J.A.B. (e-mail: james.brink@yale.edu).
| Abstract |
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Index terms: Computed tomography (CT), image processing Computed tomography (CT), image quality Computed tomography (CT), physics Computed tomography (CT), spiral technology
| Introduction |
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For three-dimensional imaging applications, investigators (2) conclude empirically that images should be reconstructed with at least 50% overlap. On the basis of qualitative assessment of three-dimensional rendering in a CT colonographic application, we previously reported that transverse images should be reconstructed with at least 60% overlap (relative to the effective section thickness [EST]) (3). These results are difficult to compare with previous theoretic estimates for section spacing that were made with the Nyquist sampling criterion. Specifically, Wang and Vannier (4) report the section spacing that satisfies the Nyquist sampling criterion is the number of reconstructed sections per collimation as a function of pitch (Table 1). However, most radiologists find it difficult to remember or use such a complex relationship when they specify helical CT protocols.
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| Materials and Methods |
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We next approached this problem from a theoretic standpoint whereby the section sensitivity profile was presumed to be Gaussian, and the EST was estimated from the collimation and table increment (Appendix). Theoretic estimates of the FWHM, full width at 10th maximum, and full width at 10th area of the section sensitivity profile for helical CT with 5.0-mm collimation and pitch of 2.0 were compared with similar empiric measures from Polacin et al (5), and the percentage of error was calculated. Mathematic analysis was carried further, and the optimal percentage of overlap was expressed as a constant relative to the EST.
| Results |
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| Discussion |
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The optimal section spacing may be loosely expressed as reconstruction of two to three sections per collimation. Although the difference between two and three sections per collimation may not be apparent in routine clinical applications, specialized applications may reveal differences in the conspicuity of small structures and the magnitude of artifacts present on three-dimensional renderings. In addition, there is a large difference between two and three sections per collimation in terms of the processing time required to reconstruct these sections and the physical memory required to store these images for three-dimensional rendering. Thus, we wished to reconstruct sections with the least amount of overlap required to achieve maximum longitudinal resolution without needless section overlap and to develop a simple but precise means of describing the optimal section spacing.
In specifying protocols for helical CT examinations, radiologists commonly recall the relationship between EST and pitch described by Polacin et al (5). With half-scan interpolation, remembering that the EST (FWHM) is unchanged with a pitch of 1.0 and increases linearly by 30% with a pitch of 2.0 (compared with conventional scanning), computation of the EST is simple. Thus, radiologists easily recall that 5.0-mm collimation with a pitch of 2.0 results in an EST of 6.5 mm. Similarly, 3.0-mm collimation with a pitch of 2.0 results in an EST of 3.9 mm.
What is not so easily remembered is the reconstruction interval necessary to achieve maximal longitudinal resolution as expressed in Table 1. On the basis of our previous empiric determination (3) and the theoretic predictions of this study, radiologists can now remember that images should be reconstructed with at least 60% overlap relative to the EST. Thus, for 5.0-mm collimation and a pitch of 2.0, the EST (FWHM) is increased by 30% (6.5 mm), and images should be reconstructed with a reconstruction interval of 2.5 mm. This results in a percentage of overlap of 62% relative to the EST: [(6.5 - 2.5)/6.5] x 100. Table 4 lists some commonly employed helical CT techniques which satisfy this criterion. Given the predictable increase in EST with single-detector helical CT with use of half-scan interpolation, the optimal percentage of overlap relative to the collimation may be expressed as decreasing from approximately 60% to 50% as pitch is increased from 1.0 to 2.0 (Table 2), thus obviating recall of the specific increase in EST for such scanners.
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Thus, specification of scanning protocols for single-detector helical CT can be simplified by remembering two facts. First, the EST is broadened by 30% with an increase of pitch from 1.0 to 2.0. Second, to maximize longitudinal resolution without needless section overlap, images should be reconstructed with 60% overlap relative to the EST.
| Appendix |
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of the section sensitivity profile can be computed as follows (4):
of the Fourier transform of the section sensitivity profile can be approximated as 1/2
. Technically, the cutoff frequency fmax of the Fourier spectrum can be obtained by tripling
, that is, fmax = 3
. The area from -3 SDs to +3 SDs under a normal (Gaussian) probability density function curve is 99.7% of the total area. As a result, in statistical practice, any event outside of this range is typically considered unlikely (less than a chance of 0.3%). Because the section sensitivity profile is very similar to a Gaussian function in shape, its Fourier transform is also Gaussian-like. For these reasons, we chose the cutoff frequency to be 3 SDs.
Hence, the longitudinal sampling step
, which is the reconstruction interval between adjacent transverse sections, can be obtained by meeting the Nyquist sampling requirement:
EST(p)
The EST is a figure of merit used to measure the width of the section sensitivity profile, which is a function of the pitch p. The popular ESTs include the FWHM, the full width at 10th maximum (FWTM), and the full width at 10th area (FWTA). The following formula can be used to compute EST(p):
Number of Reconstructed Sections per EST
The percentage of overlap
(EST) can be expressed as
(FWHM) = 1 - (
2
/12) = 0.63. Thus, these theoretic predictions indicate that sections should be reconstructed with at least 63% overlap relative to the EST.
| Footnotes |
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Author contributions: Guarantors of integrity of entire study, J.A.B., E.G.M., G.W.; study concepts, J.A.B., E.G.M., G.W.; study design, J.A.B., G.W.; definition of intellectual content, J.A.B., E.G.M., G.W.; literature research, J.A.B., E.G.M.; data analysis, J.A.B., G.W.; statistical analysis, J.A.B., G.W.; manuscript preparation, J.A.B.; manuscript editing and review, J.A.B., E.G.M., G.W.
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