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Comparison of computer-aided detection (CADe) capability for pulmonary nodules among standard-, reduced- and ultra-low-dose CTs with and without hybrid type iterative reconstruction technique
被引:13
作者:
Ohno, Yoshiharu
[1
,2
]
Aoyagi, Kota
[3
]
Chen, Qi
[4
]
Sugihara, Naoki
[3
]
Iwasawa, Tae
[5
]
Okada, Fumito
[6
]
Aoki, Takatoshi
[7
]
机构:
[1] Kobe Univ, Grad Sch Med, Dept Radiol, Div Funct & Diagnost Imaging Res, Kobe, Hyogo, Japan
[2] Kobe Univ, Grad Sch Med, Adv Biomed Imaging Res Ctr, Kobe, Hyogo, Japan
[3] Canon Med Syst Corp, Otawara, Tochigi, Japan
[4] Canon Med Syst China Co Ltd, Beijing, Peoples R China
[5] Kanagawa Cardiovasc & Resp Ctr, Dept Radiol, Yokohama, Kanagawa, Japan
[6] Univ Oita, Fac Med, Dept Radiol, Oita, Japan
[7] Univ Occupat & Environm Hlth, Dept Radiol, Kitakyushu, Fukuoka, Japan
关键词:
CT;
Computer-aided detection;
Lung;
Nodule;
Radiation dose reduction;
CANCER SCREENING TRIAL;
BACK-PROJECTION METHOD;
LUNG-CANCER;
AUTOMATED DETECTION;
FLEISCHNER-SOCIETY;
TOMOGRAPHY;
REDUCTION;
PERFORMANCE;
MANAGEMENT;
VOLUME;
D O I:
10.1016/j.ejrad.2018.01.010
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
1002 ;
100207 ;
1009 ;
摘要:
Purpose: To directly compare the effect of a reconstruction algorithm on nodule detection capability of the computer-aided detection (CADe) system using standard-dose, reduced-dose and ultra-low dose chest CTs with and without adaptive iterative dose reduction 3D (AIDR 3D). Materials and methods: Our institutional review board approved this study, and written informed consent was obtained from each patient. Standard-, reduced- and ultra-low-dose chest CTs (250 mA, 50 mA and 10 mA) were used to examine 40 patients, 21 males (mean age +/- standard deviation: 63.1 +/- 11.0 years) and 19 females (mean age, 65.1 +/- 12.7 years), and reconstructed as 1 mm-thick sections. Detection of nodule equal to more than 4 mm in dimeter was automatically performed by our proprietary CADe software. The utility of iterative reconstruction method for improving nodule detection capability, sensitivity and false positive rate (/case) of the CADe system using all protocols were compared by means of McNemar's test or signed rank test. Results: Sensitivity (SE: 0.43) and false-positive rate (FPR: 7.88) of ultra-low-dose CT without AIDR 3D was significantly inferior to those of standard-dose CTs (with AIDR 3D: SE, 0.78, p < .0001, FPR, 3.05, p < .0001; and without AIDR 3D: SE, 0.80, p < .0001, FPR: 2.63, p < .0001), reduced-dose CTs (with AIDR 3D: SE, 0.81, p < .0001, FPR, 3.05, p < .0001; and without AIDR 3D: SE, 0.62, p < .0001, FPR: 2.95, p < .0001) and ultra-low-dose CT with AIDR 3D (SE, 0.79, p < .0001, FPR, 4.88, p = .0001). Conclusion: The AIDR 3D has a significant positive effect on nodule detection capability of the CADe system even when radiation dose is reduced.
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页码:49 / 57
页数:9
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