Analysis of statistical models for iterative reconstruction of extremely low-dose CT data

Author(s):  
Soo Mee Kim ◽  
Adam M. Alessio ◽  
David S. Perlmutter ◽  
Jean-Baptiste Thibault ◽  
Bruno De Man ◽  
...  
2015 ◽  
Vol 204 (6) ◽  
pp. 1197-1202 ◽  
Author(s):  
Yookyung Kim ◽  
Yoon Kyung Kim ◽  
Bo Eun Lee ◽  
Seok Jeong Lee ◽  
Yon Ju Ryu ◽  
...  

2020 ◽  
Vol 215 (6) ◽  
pp. 1321-1328
Author(s):  
Akinori Hata ◽  
Masahiro Yanagawa ◽  
Yuriko Yoshida ◽  
Tomo Miyata ◽  
Mitsuko Tsubamoto ◽  
...  

2019 ◽  
Vol 64 (13) ◽  
pp. 135007 ◽  
Author(s):  
Jin Liu ◽  
Yi Zhang ◽  
Qianlong Zhao ◽  
Tianling Lv ◽  
Weiwen Wu ◽  
...  

2017 ◽  
Vol 59 (5) ◽  
pp. 553-559 ◽  
Author(s):  
Yun Hye Ju ◽  
Geewon Lee ◽  
Ji Won Lee ◽  
Seung Baek Hong ◽  
Young Ju Suh ◽  
...  

Background Reducing radiation dose inevitably increases image noise, and thus, it is important in low-dose computed tomography (CT) to maintain image quality and lesion detection performance. Purpose To assess image quality and lesion conspicuity of ultra-low-dose CT with model-based iterative reconstruction (MBIR) and to determine a suitable protocol for lung screening CT. Material and Methods A total of 120 heavy smokers underwent lung screening CT and were randomly and equally assigned to one of five groups: group 1 = 120 kVp, 25 mAs, with FBP reconstruction; group 2 = 120 kVp, 10 mAs, with MBIR; group 3 = 100 kVp, 15 mAs, with MBIR; group 4 = 100 kVp, 10 mAs, with MBIR; and group 5 = 100 kVp, 5 mAs, with MBIR. Two radiologists evaluated intergroup differences with respect to radiation dose, image noise, image quality, and lesion conspicuity using the Kruskal–Wallis test and the Chi-square test. Results Effective doses were 61–87% lower in groups 2–5 than in group 1. Image noises in groups 1 and 5 were significantly higher than in the other groups ( P < 0.001). Overall image quality was best in group 1, but diagnostic acceptability of overall image qualities in groups 1–3 was not significantly different (all P values > 0.05). Lesion conspicuities were similar in groups 1–4, but were significantly poorer in group 5. Conclusion Lung screening CT with MBIR obtained at 100 kVp and 15 mAs enables a ∼60% reduction in radiation dose versus low-dose CT, while maintaining image quality and lesion conspicuity.


Obesity ◽  
2020 ◽  
Vol 28 (11) ◽  
pp. 2083-2089
Author(s):  
Lukas Lambert ◽  
Matej Novak ◽  
Michaela Siklova ◽  
Eva Krauzova ◽  
Vladimir Stich ◽  
...  

2014 ◽  
Vol 24 (11) ◽  
pp. 2700-2708 ◽  
Author(s):  
Hyungjin Kim ◽  
Chang Min Park ◽  
Seong Ho Kim ◽  
Sang Min Lee ◽  
Sang Joon Park ◽  
...  

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