Six iterative reconstruction algorithms in brain CT: a phantom study on image quality at different radiation dose levels

被引:118
作者
Love, A. [1 ]
Olsson, M-L [2 ]
Siemund, R. [1 ]
Stalhammar, F. [1 ]
Bjorkman-Burtscher, I. M. [1 ,3 ]
Soderberg, M. [2 ]
机构
[1] Lund Univ, Skane Univ Hosp, Dept Neuroradiol, Lund, Sweden
[2] Lund Univ, Skane Univ Hosp, Lund, Sweden
[3] Lund Univ, Bioimaging Ctr, Lund, Sweden
关键词
FILTERED BACK-PROJECTION; REDUCTION; HYBRID; PURE; BIAS;
D O I
10.1259/bjr.20130388
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Objective: To evaluate the image quality produced by six different iterative reconstruction (IR) algorithms in four CT systems in the setting of brain CT, using different radiation dose levels and iterative image optimisation levels. Methods: An image quality phantom, supplied with a bone mimicking annulus, was examined using four CT systems from different vendors and four radiation dose levels. Acquisitions were reconstructed using conventional filtered back-projection (FBP), three levels of statistical IR and, when available, a model-based IR algorithm. The evaluated image quality parameters were CT numbers, uniformity, noise, noise-power spectra, low-contrast resolution and spatial resolution. Results: Compared with FBP, noise reduction was achieved by all six IR algorithms at all radiation dose levels, with further improvement seen at higher IR levels. Noise-power spectra revealed changes in noise distribution relative to the FBP for most statistical IR algorithms, especially the two model-based IR algorithms. Compared with FBP, variable degrees of improvements were seen in both objective and subjective low-contrast resolutions for all IR algorithms. Spatial resolution was improved with both model-based IR algorithms and one of the statistical IR algorithms. Conclusion: The four statistical IR algorithms evaluated in the study all improved the general image quality compared with FBP, with improvement seen for most or all evaluated quality criteria. Further improvement was achieved with one of the model-based IR algorithms. Advances in knowledge: The six evaluated IR algorithms all improve the image quality in brain CT but show different strengths and weaknesses.
引用
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页数:11
相关论文
共 23 条
[1]
AAPM, 2012, AD ROUT HEAD CT PROT
[2]
[Anonymous], 2009, Computed Tomography: Principles, Design Artifacts and Recent Advances
[3]
Iterative reconstruction methods in X-ray CT [J].
Beister, Marcel ;
Kolditz, Daniel ;
Kalender, Willi A. .
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2012, 28 (02) :94-108
[4]
A software tool for increased efficiency in observer performance studies in radiology [J].
Börjesson, S ;
Håkansson, M ;
Båth, M ;
Kheddache, S ;
Svensson, S ;
Tingberg, A ;
Grahn, A ;
Ruschin, M ;
Hemdal, B ;
Mattsson, S ;
Månsson, LG .
RADIATION PROTECTION DOSIMETRY, 2005, 114 (1-3) :45-52
[5]
Comparative assessment of three image reconstruction techniques for image quality and radiation dose in patients undergoing abdominopelvic multidetector CT examinations [J].
Desai, G. S. ;
Thabet, A. ;
Elias, A. Y. A. ;
Sahani, D. V. .
BRITISH JOURNAL OF RADIOLOGY, 2013, 86 (1021)
[6]
Dobbins JT., 2000, HDB MED IMAGING, V1
[7]
Iterative Reconstruction Technique for Reducing Body Radiation Dose at CT: Feasibility Study [J].
Hara, Amy K. ;
Paden, Robert G. ;
Silva, Alvin C. ;
Kujak, Jennifer L. ;
Lawder, Holly J. ;
Pavlicek, William .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 193 (03) :764-771
[8]
Comparisons of Image Quality and Radiation Dose Between Iterative Reconstruction and Filtered Back Projection Reconstruction Algorithms in 256-MDCT Coronary Angiography [J].
Hou, Yang ;
Liu, Xin ;
Xv, Shu ;
Guo, Wenli ;
Guo, Qiyong .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 199 (03) :588-594
[9]
Radiation Dose Reduction With Sinogram Affirmed Iterative Reconstruction Technique for Abdominal Computed Tomography [J].
Kalra, Mannudeep K. ;
Woisetschlager, Mischa ;
Dahlstrom, Nils ;
Singh, Sarabjeet ;
Lindblom, Maria ;
Choy, Garry ;
Quick, Petter ;
Schmidt, Bernhard ;
Sedlmair, Martin ;
Blake, Michael A. ;
Persson, Anders .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2012, 36 (03) :339-346
[10]
Comparison of pure and hybrid iterative reconstruction techniques with conventional filtered back projection: Image quality assessment in the cervicothoracic region [J].
Katsura, Masaki ;
Sato, Jiro ;
Akahane, Masaaki ;
Matsuda, Izuru ;
Ishida, Masanori ;
Yasaka, Koichiro ;
Kunimatsu, Akira ;
Ohtomo, Kuni .
EUROPEAN JOURNAL OF RADIOLOGY, 2013, 82 (02) :356-360