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Erschienen in: European Radiology 10/2019

29.03.2019 | Chest

Ultralow-dose CT with knowledge-based iterative model reconstruction (IMR) in evaluation of pulmonary tuberculosis: comparison of radiation dose and image quality

verfasst von: Chenggong Yan, Chunyi Liang, Jun Xu, Yuankui Wu, Wei Xiong, Huan Zheng, Yikai Xu

Erschienen in: European Radiology | Ausgabe 10/2019

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Abstract

Objectives

To evaluate the image quality of ultralow-dose computed tomography (ULDCT) reconstructed with knowledge-based iterative model reconstruction (IMR) in patients with pulmonary tuberculosis (TB).

Methods

This IRB-approved prospective study enrolled 59 consecutive patients (mean age, 43.9 ± 16.6 years; F:M 18:41) with known or suspected pulmonary TB. Patients underwent a low-dose CT (LDCT) using automatic tube current modulation followed by an ULDCT using fixed tube current. Raw image data were reconstructed with filtered-back projection (FBP), hybrid iterative reconstruction (iDose), and IMR. Objective measurements including CT attenuation, image noise, and contrast-to-noise ratio (CNR) were assessed and compared using repeated-measures analysis of variance. Overall image quality and visualization of normal and pathological findings were subjectively scored on a five-point scale. Radiation output and subjective scores were compared by the paired Student t test and Wilcoxon signed-rank test, respectively.

Results

Compared with FBP and iDose, IMR yielded significantly lower noise and higher CNR values at both dose levels (p < 0.01). Subjective ratings for pathological findings including centrilobular nodules, consolidation, tree-in-bud, and cavity were significantly better with ULDCT IMR images than those with LDCT iDose images (p < 0.01), but blurred edges were observed. With IMR implementation, a 59% reduction of the mean effective dose was achieved with ULDCT (0.28 ± 0.02 mSv) compared with LDCT (0.69 ± 0.15 mSv) without impairing image quality (p < 0.001).

Conclusions

IMR offers considerable noise reduction and improvement in image quality for patients with pulmonary TB undergoing chest ULDCT at an effective dose of 0.28 mSv.

Key Points

• Radiation dose is a major concern for tuberculosis patients requiring repeated follow-up CT.
• IMR allows substantial radiation dose reduction in chest CT without compromising image quality.
• ULDCT reconstructed with IMR allows accurate depiction of CT features of pulmonary tuberculosis.
Literatur
1.
Zurück zum Zitat Zumla A, George A, Sharma V et al (2015) The WHO 2014 global tuberculosis report--further to go. Lancet Glob Health 1:e10–e12 Zumla A, George A, Sharma V et al (2015) The WHO 2014 global tuberculosis report--further to go. Lancet Glob Health 1:e10–e12
2.
Zurück zum Zitat Atun R, Weil DE, Eang MT, Mwakyusa D (2010) Health-system strengthening and tuberculosis control. Lancet 9732:2169–2178CrossRef Atun R, Weil DE, Eang MT, Mwakyusa D (2010) Health-system strengthening and tuberculosis control. Lancet 9732:2169–2178CrossRef
3.
Zurück zum Zitat Wormanns D (2012) Radiological imaging of pulmonary tuberculosis. Radiologe 2:173–184CrossRef Wormanns D (2012) Radiological imaging of pulmonary tuberculosis. Radiologe 2:173–184CrossRef
4.
Zurück zum Zitat Hara AK, Wellnitz CV, Paden RG, Pavlicek W, Sahani DV (2013) Reducing body CT radiation dose: beyond just changing the numbers. AJR Am J Roentgenol 1:33–40CrossRef Hara AK, Wellnitz CV, Paden RG, Pavlicek W, Sahani DV (2013) Reducing body CT radiation dose: beyond just changing the numbers. AJR Am J Roentgenol 1:33–40CrossRef
5.
Zurück zum Zitat Berlin SC, Weinert DM, Vasavada PS et al (2015) Successful dose reduction using reduced tube voltage with hybrid iterative reconstruction in pediatric abdominal CT. AJR Am J Roentgenol 2:392–399CrossRef Berlin SC, Weinert DM, Vasavada PS et al (2015) Successful dose reduction using reduced tube voltage with hybrid iterative reconstruction in pediatric abdominal CT. AJR Am J Roentgenol 2:392–399CrossRef
6.
Zurück zum Zitat Laqmani A, Veldhoen S, Dulz S et al (2016) Reduced-dose abdominopelvic CT using hybrid iterative reconstruction in suspected left-sided colonic diverticulitis. Eur Radiol 1:216–224CrossRef Laqmani A, Veldhoen S, Dulz S et al (2016) Reduced-dose abdominopelvic CT using hybrid iterative reconstruction in suspected left-sided colonic diverticulitis. Eur Radiol 1:216–224CrossRef
7.
Zurück zum Zitat Khawaja RD, Singh S, Blake M et al (2015) Ultralow-dose abdominal computed tomography: comparison of 2 iterative reconstruction techniques in a prospective clinical study. J Comput Assist Tomogr 4:489–498CrossRef Khawaja RD, Singh S, Blake M et al (2015) Ultralow-dose abdominal computed tomography: comparison of 2 iterative reconstruction techniques in a prospective clinical study. J Comput Assist Tomogr 4:489–498CrossRef
8.
Zurück zum Zitat Den Harder AM, Willemink MJ, van Hamersvelt RW et al (2016) Effect of radiation dose reduction and iterative reconstruction on computer-aided detection of pulmonary nodules: intra-individual comparison. Eur J Radiol 2:346–351CrossRef Den Harder AM, Willemink MJ, van Hamersvelt RW et al (2016) Effect of radiation dose reduction and iterative reconstruction on computer-aided detection of pulmonary nodules: intra-individual comparison. Eur J Radiol 2:346–351CrossRef
9.
Zurück zum Zitat Iyama Y, Nakaura T, Iyama A et al (2017) Feasibility of iterative model reconstruction for unenhanced lumbar CT. Radiology 1:153–160CrossRef Iyama Y, Nakaura T, Iyama A et al (2017) Feasibility of iterative model reconstruction for unenhanced lumbar CT. Radiology 1:153–160CrossRef
11.
Zurück zum Zitat Yan C, Xu J, Liang C et al (2018) Radiation dose reduction by using CT with iterative model reconstruction in patients with pulmonary invasive fungal infection. Radiology 1:285–292CrossRef Yan C, Xu J, Liang C et al (2018) Radiation dose reduction by using CT with iterative model reconstruction in patients with pulmonary invasive fungal infection. Radiology 1:285–292CrossRef
12.
Zurück zum Zitat Laqmani A, Avanesov M, Butscheidt S et al (2016) Comparison of image quality and visibility of normal and abnormal findings at submillisievert chest CT using filtered back projection, iterative model reconstruction (IMR) and iDose(4). Eur J Radiol 11:1971–1979CrossRef Laqmani A, Avanesov M, Butscheidt S et al (2016) Comparison of image quality and visibility of normal and abnormal findings at submillisievert chest CT using filtered back projection, iterative model reconstruction (IMR) and iDose(4). Eur J Radiol 11:1971–1979CrossRef
13.
Zurück zum Zitat Pontana F, Billard AS, Duhamel A et al (2016) Effect of iterative reconstruction on the detection of systemic sclerosis-related interstitial lung disease: clinical experience in 55 patients. Radiology 1:297–305CrossRef Pontana F, Billard AS, Duhamel A et al (2016) Effect of iterative reconstruction on the detection of systemic sclerosis-related interstitial lung disease: clinical experience in 55 patients. Radiology 1:297–305CrossRef
14.
15.
Zurück zum Zitat Yeh JJ, Yu JK, Teng WB et al (2012) High-resolution CT for identify patients with smear-positive, active pulmonary tuberculosis. Eur J Radiol 1:195–201CrossRef Yeh JJ, Yu JK, Teng WB et al (2012) High-resolution CT for identify patients with smear-positive, active pulmonary tuberculosis. Eur J Radiol 1:195–201CrossRef
16.
Zurück zum Zitat Yan C, Tan X, Wei Q et al (2015) Lung MRI of invasive fungal infection at 3 Tesla: evaluation of five different pulse sequences and comparison with multidetector computed tomography (MDCT). Eur Radiol 2:550–557CrossRef Yan C, Tan X, Wei Q et al (2015) Lung MRI of invasive fungal infection at 3 Tesla: evaluation of five different pulse sequences and comparison with multidetector computed tomography (MDCT). Eur Radiol 2:550–557CrossRef
17.
Zurück zum Zitat Mileto A, Zamora DA, Alessio AM et al (2018) CT detectability of small low-contrast hypoattenuating focal lesions: iterative reconstructions versus filtered back projection. Radiology 2:443–454CrossRef Mileto A, Zamora DA, Alessio AM et al (2018) CT detectability of small low-contrast hypoattenuating focal lesions: iterative reconstructions versus filtered back projection. Radiology 2:443–454CrossRef
18.
Zurück zum Zitat Zhang M, Qi W, Sun Y, Jiang Y, Liu X, Hong N (2017) Screening for lung cancer using sub-millisievert chest CT with iterative reconstruction algorithm: image quality and nodule detectability. Br J Radiol 1090:20170658 Zhang M, Qi W, Sun Y, Jiang Y, Liu X, Hong N (2017) Screening for lung cancer using sub-millisievert chest CT with iterative reconstruction algorithm: image quality and nodule detectability. Br J Radiol 1090:20170658
19.
Zurück zum Zitat Pourjabbar S, Singh S, Kulkarni N et al (2015) Dose reduction for chest CT: comparison of two iterative reconstruction techniques. Acta Radiol 6:688–695CrossRef Pourjabbar S, Singh S, Kulkarni N et al (2015) Dose reduction for chest CT: comparison of two iterative reconstruction techniques. Acta Radiol 6:688–695CrossRef
20.
Zurück zum Zitat Hata A, Yanagawa M, Kikuchi N, Honda O, Tomiyama N (2018) Pulmonary emphysema quantification on ultra-low-dose computed tomography using model-based iterative reconstruction with or without lung setting. J Comput Assist Tomogr 5:760–766CrossRef Hata A, Yanagawa M, Kikuchi N, Honda O, Tomiyama N (2018) Pulmonary emphysema quantification on ultra-low-dose computed tomography using model-based iterative reconstruction with or without lung setting. J Comput Assist Tomogr 5:760–766CrossRef
21.
Zurück zum Zitat Neroladaki A, Botsikas D, Boudabbous S, Becker CD, Montet X (2013) Computed tomography of the chest with model-based iterative reconstruction using a radiation exposure similar to chest X-ray examination: preliminary observations. Eur Radiol 2:360–366CrossRef Neroladaki A, Botsikas D, Boudabbous S, Becker CD, Montet X (2013) Computed tomography of the chest with model-based iterative reconstruction using a radiation exposure similar to chest X-ray examination: preliminary observations. Eur Radiol 2:360–366CrossRef
22.
Zurück zum Zitat Park HJ, Lee JM, Park SB, Lee JB, Jeong YK, Yoon JH (2016) Comparison of knowledge-based iterative model reconstruction and hybrid reconstruction techniques for liver CT evaluation of hypervascular hepatocellular carcinoma. J Comput Assist Tomogr 6:863–871CrossRef Park HJ, Lee JM, Park SB, Lee JB, Jeong YK, Yoon JH (2016) Comparison of knowledge-based iterative model reconstruction and hybrid reconstruction techniques for liver CT evaluation of hypervascular hepatocellular carcinoma. J Comput Assist Tomogr 6:863–871CrossRef
23.
Zurück zum Zitat Padole A, Singh S, Ackman JB et al (2014) Submillisievert chest CT with filtered back projection and iterative reconstruction techniques. AJR Am J Roentgenol 4:772–781CrossRef Padole A, Singh S, Ackman JB et al (2014) Submillisievert chest CT with filtered back projection and iterative reconstruction techniques. AJR Am J Roentgenol 4:772–781CrossRef
24.
Zurück zum Zitat Lee SW, Kim Y, Shim SS et al (2014) Image quality assessment of ultra low-dose chest CT using sinogram-affirmed iterative reconstruction. Eur Radiol 4:817–826CrossRef Lee SW, Kim Y, Shim SS et al (2014) Image quality assessment of ultra low-dose chest CT using sinogram-affirmed iterative reconstruction. Eur Radiol 4:817–826CrossRef
25.
Zurück zum Zitat Vardhanabhuti V, Pang CL, Tenant S, Taylor J, Hyde C, Roobottom C (2017) Prospective intra-individual comparison of standard dose versus reduced-dose thoracic CT using hybrid and pure iterative reconstruction in a follow-up cohort of pulmonary nodules-effect of detectability of pulmonary nodules with lowering dose based on nodule size, type and body mass index. Eur J Radiol 91:130–141CrossRefPubMed Vardhanabhuti V, Pang CL, Tenant S, Taylor J, Hyde C, Roobottom C (2017) Prospective intra-individual comparison of standard dose versus reduced-dose thoracic CT using hybrid and pure iterative reconstruction in a follow-up cohort of pulmonary nodules-effect of detectability of pulmonary nodules with lowering dose based on nodule size, type and body mass index. Eur J Radiol 91:130–141CrossRefPubMed
26.
Zurück zum Zitat de Margerie-Mellon C, de Bazelaire C, Montlahuc C et al (2016) Reducing radiation dose at chest CT: comparison among model-based type iterative reconstruction, hybrid iterative reconstruction, and filtered Back projection. Acad Radiol 10:1246–1254CrossRef de Margerie-Mellon C, de Bazelaire C, Montlahuc C et al (2016) Reducing radiation dose at chest CT: comparison among model-based type iterative reconstruction, hybrid iterative reconstruction, and filtered Back projection. Acad Radiol 10:1246–1254CrossRef
27.
Zurück zum Zitat Khawaja RD, Singh S, Gilman M et al (2014) Computed tomography (CT) of the chest at less than 1 mSv: an ongoing prospective clinical trial of chest CT at submillisievert radiation doses with iterative model image reconstruction and iDose4 technique. J Comput Assist Tomogr 4:613–619CrossRef Khawaja RD, Singh S, Gilman M et al (2014) Computed tomography (CT) of the chest at less than 1 mSv: an ongoing prospective clinical trial of chest CT at submillisievert radiation doses with iterative model image reconstruction and iDose4 technique. J Comput Assist Tomogr 4:613–619CrossRef
Metadaten
Titel
Ultralow-dose CT with knowledge-based iterative model reconstruction (IMR) in evaluation of pulmonary tuberculosis: comparison of radiation dose and image quality
verfasst von
Chenggong Yan
Chunyi Liang
Jun Xu
Yuankui Wu
Wei Xiong
Huan Zheng
Yikai Xu
Publikationsdatum
29.03.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 10/2019
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06129-4

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