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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.
Ohno, Yoshiharu; Aoyagi, Kota; Chen, Qi; Sugihara, Naoki; Iwasawa, Tae; Okada, Fumito; Aoki, Takatoshi.
Affiliation
  • Ohno Y; Division of Functional and Diagnostic Imaging Research, Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan; Advanced Biomedical Imaging Research Center, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan. Electronic address: yosirad@kobe-u.ac.jp.
  • Aoyagi K; Canon Medical Systems Corporation, Otawara, Tochigi, Japan.
  • Chen Q; Canon Medical Systems (China) Co., Ltd., Beijing, China.
  • Sugihara N; Canon Medical Systems Corporation, Otawara, Tochigi, Japan.
  • Iwasawa T; Department of Radiology, Kanagawa Cardiovascular and Respiratory Center, Yokohama, Kanagawa, Japan.
  • Okada F; Department of Radiology, Faculty of Medicine, University of Oita, Yufu, Oita, Japan.
  • Aoki T; Department of Radiology, University of Occupational and Environmental Health, Kitakyushu, Fukuoka, Japan.
Eur J Radiol ; 100: 49-57, 2018 Mar.
Article in En | MEDLINE | ID: mdl-29496079
ABSTRACT

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 ±â€¯standard deviation 63.1 ±â€¯11.0 years) and 19 females (mean age, 65.1 ±â€¯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.
Subject(s)
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Radiation Dosage / Radiographic Image Interpretation, Computer-Assisted / Tomography, X-Ray Computed / Imaging, Three-Dimensional / Multiple Pulmonary Nodules / Lung Neoplasms Type of study: Diagnostic_studies / Observational_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Eur J Radiol Year: 2018 Document type: Article

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Radiation Dosage / Radiographic Image Interpretation, Computer-Assisted / Tomography, X-Ray Computed / Imaging, Three-Dimensional / Multiple Pulmonary Nodules / Lung Neoplasms Type of study: Diagnostic_studies / Observational_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Eur J Radiol Year: 2018 Document type: Article