Iterative reconstruction techniques for computed tomography part 2: initial results in dose reduction and image quality

AbstractObjectivesTo present the results of a systematic literature search aimed at determining to what extent the radiation dose can be reduced with iterative reconstruction (IR) for cardiopulmonary and body imaging with computed tomography (CT) in the clinical setting and what the effects on image quality are with IR versus filtered back-projection (FBP) and to provide recommendations for future research on IR.MethodsWe searched Medline and Embase from January 2006 to January 2012 and included original research papers concerning IR for CT.ResultsThe systematic search yielded 380 articles. Forty-nine relevant studies were included. These studies concerned: the chest(n = 26), abdomen(n = 16), both chest and abdomen(n = 1), head(n = 4), spine(n = 1), and no specific area (n = 1). IR reduced noise and artefacts, and it improved subjective and objective image quality compared to FBP at the same dose. Conversely, low-dose IR and normal-dose FBP showed similar noise, artefacts, and subjective and objective image quality. Reported dose reductions ranged from 23 to 76 % compared to locally used default FBP settings. However, IR has not yet been investigated for ultra-low-dose acquisitions with clinical diagnosis and accuracy as endpoints.ConclusionBenefits of IR include improved subjective and objective image quality as well as radiation dose reduction while preserving image quality. Future studies need to address the value of IR in ultra-low-dose CT with clinically relevant endpoints.Key Points• Iterative reconstruction improves image quality of CT images at equal acquisition parameters. • IR preserves image quality compared to normal-dose filtered back-projection. • The reduced radiation dose made possible by IR is advantageous for patients. • IR has not yet been investigated with clinical diagnosis and accuracy as endpoints.

[1]  C. Fink,et al.  Coronary CT angiography: image quality, diagnostic accuracy, and potential for radiation dose reduction using a novel iterative image reconstruction technique—comparison with traditional filtered back projection , 2011, European Radiology.

[2]  Cynthia H McCollough,et al.  Estimating effective dose for CT using dose-length product compared with using organ doses: consequences of adopting International Commission on Radiological Protection publication 103 or dual-energy scanning. , 2010, AJR. American journal of roentgenology.

[3]  K. Ohtomo,et al.  Adaptive statistical iterative reconstruction for volume-rendered computed tomography portovenography: improvement of image quality , 2010, Japanese Journal of Radiology.

[4]  Udo Hoffmann,et al.  Coronary artery plaques: cardiac CT with model-based and adaptive-statistical iterative reconstruction technique. , 2012, European journal of radiology.

[5]  H. Alkadhi,et al.  Raw data-based iterative reconstruction in body CTA: evaluation of radiation dose saving potential , 2011, European Radiology.

[6]  Jiang Hsieh,et al.  Diffuse lung disease: CT of the chest with adaptive statistical iterative reconstruction technique. , 2010, Radiology.

[7]  Jiang Hsieh,et al.  Adaptive statistical iterative reconstruction technique for radiation dose reduction in chest CT: a pilot study. , 2011, Radiology.

[8]  Alvin C. Silva,et al.  Iterative Reconstruction Technique for Reducing Body Radiation Dose at Ct: Feasibility Study Hara Et Al. Ct Iterative Reconstruction Technique Gastrointestinal Imaging Original Research , 2022 .

[9]  F. Gudinchet,et al.  Paediatric cardiac CT examinations: impact of the iterative reconstruction method ASIR on image quality – preliminary findings , 2011, Pediatric Radiology.

[10]  Ernst J Rummeny,et al.  Initial performance characterization of a clinical noise-suppressing reconstruction algorithm for MDCT. , 2011, AJR. American journal of roentgenology.

[11]  G. Erbaş,et al.  Lowering the Dose in Head CT Using Adaptive Statistical Iterative Reconstruction , 2011, American Journal of Neuroradiology.

[12]  E. Samei,et al.  Low-tube-voltage, high-tube-current multidetector abdominal CT: improved image quality and decreased radiation dose with adaptive statistical iterative reconstruction algorithm--initial clinical experience. , 2010, Radiology.

[13]  Alvin C. Silva,et al.  Reducing the radiation dose for CT colonography using adaptive statistical iterative reconstruction: A pilot study. , 2010, AJR. American journal of roentgenology.

[14]  Sebastian Feuerlein,et al.  New iterative reconstruction techniques for cardiovascular computed tomography: how do they work, and what are the advantages and disadvantages? , 2011, Journal of cardiovascular computed tomography.

[15]  W. Mali,et al.  A novel iterative reconstruction algorithm allows reduced dose multidetector-row CT imaging of mechanical prosthetic heart valves , 2011, The International Journal of Cardiovascular Imaging.

[16]  G. Israel,et al.  Impact of Adaptive Statistical Iterative Reconstruction (ASIR) on radiation dose and image quality in aortic dissection studies: a qualitative and quantitative analysis. , 2011, AJR. American journal of roentgenology.

[17]  Noriyuki Tomiyama,et al.  Adaptive statistical iterative reconstruction technique for pulmonary CT: image quality of the cadaveric lung on standard- and reduced-dose CT. , 2010, Academic radiology.

[18]  J. Leipsic,et al.  Iterative reconstruction for coronary CT angiography: finding its way , 2012, The International Journal of Cardiovascular Imaging.

[19]  Giang Nguyen,et al.  A prospective evaluation of dose reduction and image quality in chest CT using adaptive statistical iterative reconstruction. , 2010, AJR. American journal of roentgenology.

[20]  J. Remy,et al.  Chest computed tomography using iterative reconstruction vs filtered back projection (Part 1): evaluation of image noise reduction in 32 patients , 2011, European Radiology.

[21]  Ashok Panigrahy,et al.  Reducing abdominal CT radiation dose with the adaptive statistical iterative reconstruction technique in children: a feasibility study , 2011, Pediatric Radiology.

[22]  S. Achenbach,et al.  Iterative reconstruction in image space (IRIS) in cardiac computed tomography: initial experience , 2011, The International Journal of Cardiovascular Imaging.

[23]  James K Min,et al.  Estimated radiation dose reduction using adaptive statistical iterative reconstruction in coronary CT angiography: the ERASIR study. , 2010, AJR. American journal of roentgenology.

[24]  D. Sahani,et al.  Reducing Abdominal CT Radiation Dose With Adaptive Statistical Iterative Reconstruction Technique , 2010, Investigative radiology.

[25]  T. Flohr,et al.  Iterative image reconstruction techniques: Applications for cardiac CT. , 2011, Journal of cardiovascular computed tomography.

[26]  Patrik Sund,et al.  Comparison of visual grading analysis and determination of detective quantum efficiency for evaluating system performance in digital chest radiography , 2004, European Radiology.

[27]  J. Ioannidis,et al.  The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration , 2009, Annals of Internal Medicine [serial online].

[28]  Masaki Katsura,et al.  Effect of radiation dose and adaptive statistical iterative reconstruction on image quality of pulmonary computed tomography , 2011, Japanese Journal of Radiology.

[29]  N Tomiyama,et al.  Image quality of multiplanar reconstruction of pulmonary CT scans using adaptive statistical iterative reconstruction. , 2011, The British journal of radiology.

[30]  William P. Shuman,et al.  Adaptive statistical iterative reconstruction versus filtered back projection in the same patient: 64 channel liver CT image quality and patient radiation dose , 2011, European Radiology.

[31]  J. Remy,et al.  Chest computed tomography using iterative reconstruction vs filtered back projection (Part 2): image quality of low-dose CT examinations in 80 patients , 2011, European Radiology.

[32]  L. G. Månsson Methods for the Evaluation of Image Quality: A Review , 2000 .

[33]  C. Fink,et al.  Evaluation of heavily calcified vessels with coronary CT angiography: comparison of iterative and filtered back projection image reconstruction. , 2011, Radiology.

[34]  J. Leipsic,et al.  Adaptive statistical iterative reconstruction: assessment of image noise and image quality in coronary CT angiography. , 2010, AJR. American journal of roentgenology.

[35]  Naveen M. Kulkarni,et al.  Low-dose MDCT and CT enterography of patients with Crohn disease: feasibility of adaptive statistical iterative reconstruction. , 2011, AJR. American journal of roentgenology.

[36]  Noriyuki Tomiyama,et al.  Pulmonary nodules: effect of adaptive statistical iterative reconstruction (ASIR) technique on performance of a computer-aided detection (CAD) system-comparison of performance between different-dose CT scans. , 2012, European journal of radiology.

[37]  J. Min,et al.  High-definition multidetector computed tomography for evaluation of coronary artery stents: comparison to standard-definition 64-detector row computed tomography. , 2009, Journal of cardiovascular computed tomography.

[38]  Dominik Fleischmann,et al.  Computed tomography—old ideas and new technology , 2011, European Radiology.

[39]  Eun-Ah Park,et al.  Iterative reconstruction of dual-source coronary CT angiography: assessment of image quality and radiation dose , 2012, The International Journal of Cardiovascular Imaging.

[40]  M. Körner,et al.  Upgrade to Iterative Image Reconstruction (IR) in Abdominal MDCT Imaging: A Clinical Study for Detailed Parameter Optimization Beyond Vendor Recommendations Using the Adaptive Statistical Iterative Reconstruction Environment (ASIR) , 2011, Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren.

[41]  R. Wu,et al.  Radiation dose of non-enhanced chest CT can be reduced 40% by using iterative reconstruction in image space. , 2011, Clinical radiology.

[42]  Katsuyuki Taguchi,et al.  Combination of a Low-Tube-Voltage Technique With Hybrid Iterative Reconstruction (iDose) Algorithm at Coronary Computed Tomographic Angiography , 2011, Journal of computer assisted tomography.

[43]  M. Vannier,et al.  Why do commercial CT scanners still employ traditional, filtered back-projection for image reconstruction? , 2009, Inverse problems.

[44]  Christian Stahl,et al.  Dose Reduction in Abdominal Computed Tomography: Intraindividual Comparison of Image Quality of Full-Dose Standard and Half-Dose Iterative Reconstructions With Dual-Source Computed Tomography , 2011, Investigative radiology.

[45]  M. Kalra,et al.  Radiation Dose Reduction With Chest Computed Tomography Using Adaptive Statistical Iterative Reconstruction Technique: Initial Experience , 2010, Journal of computer assisted tomography.

[46]  William Pavlicek,et al.  Abdominal CT: comparison of low-dose CT with adaptive statistical iterative reconstruction and routine-dose CT with filtered back projection in 53 patients. , 2010, AJR. American journal of roentgenology.

[47]  N. Bellenger,et al.  A comparison of radiation doses between state-of-the-art multislice CT coronary angiography with iterative reconstruction, multislice CT coronary angiography with standard filtered back-projection and invasive diagnostic coronary angiography , 2010, Heart.

[48]  Jacques Felblinger,et al.  CT image quality improvement using adaptive iterative dose reduction with wide-volume acquisition on 320-detector CT , 2012, European Radiology.

[49]  Allen J. Taylor,et al.  Effect of hybrid iterative reconstruction technique on quantitative and qualitative image analysis at 256-slice prospective gating cardiac CT , 2012, European Radiology.

[50]  S. Park,et al.  A prospective comparison of standard-dose CT enterography and 50% reduced-dose CT enterography with and without noise reduction for evaluating Crohn disease. , 2011, AJR. American journal of roentgenology.

[51]  Mathias Langer,et al.  Reducing the radiation dose for low-dose CT of the paranasal sinuses using iterative reconstruction: feasibility and image quality. , 2012, European journal of radiology.

[52]  C D Claussen,et al.  Iterative Reconstruction in Head CT: Image Quality of Routine and Low-Dose Protocols in Comparison with Standard Filtered Back-Projection , 2012, American Journal of Neuroradiology.

[53]  R. Raupach,et al.  Iterative reconstruction algorithm for abdominal multidetector CT at different tube voltages: assessment of diagnostic accuracy, image quality, and radiation dose in a phantom study. , 2011, Radiology.

[54]  J. Mayo,et al.  Radiation exposure at chest CT: a statement of the Fleischner Society. , 2003, Radiology.

[55]  Anne Catrine Trægde Martinsen,et al.  Iterative reconstruction reduces abdominal CT dose. , 2012, European journal of radiology.

[56]  Jiang Hsieh,et al.  Abdominal CT: comparison of adaptive statistical iterative and filtered back projection reconstruction techniques. , 2010, Radiology.