Literature DB >> 30040468

Forward-Projected Model-Based Iterative Reconstruction in Screening Low-Dose Chest CT: Comparison With Adaptive Iterative Dose Reduction 3D.

Cameron Hassani1, Anthony Ronco1, Ashley E Prosper2, Sumudu Dissanayake1, Steven Y Cen1, Christopher Lee1.   

Abstract

OBJECTIVE: The objective of this study is to compare forward-projected model-based iterative reconstruction solution (FIRST), a newer fully iterative CT reconstruction method, with adaptive iterative dose reduction 3D (AIDR 3D) in low-dose screening CT for lung cancer. Differences in image noise, image quality, and pulmonary nodule detection, size, and characterization were specifically evaluated.
MATERIALS AND METHODS: Low-dose chest CT images obtained for 50 consecutive patients between December 2015 and January 2016 were retrospectively reviewed. Images were reconstructed using FIRST and AIDR 3D for both lung and soft-tissue reconstruction. Images were independently reviewed to assess image noise, subjective image quality (with use of a 5-point Likert scale, with 1 denoting far superior image quality; 2, superior quality; 3, equivalent quality; 4, inferior quality; and 5, far inferior quality), pulmonary nodule count, size of the largest pulmonary nodule, and characterization of the largest pulmonary nodule (i.e., solid, part solid, or ground glass).
RESULTS: Across all 50 cases, measured image noise was lower with FIRST than with AIDR 3D (lung window, 44% reduction, 41 ± 7 vs 74 ± 8 HU, respectively; soft-tissue window, 32% reduction, 11 ± 2 vs 16 ± 2 HU, respectively). Readers subjectively rated images obtained with FIRST as comparable to images obtained with AIDR 3D (mean [± SD] Likert score for FIRST vs AIDR 3D, 3.2 ± 0.3 for soft-tissue reconstructions and 3.0 ± 0.3 for lung reconstructions). For each reader, very good agreement regarding nodule count was noted between FIRST and AIDR 3D (interclass correlation coefficient [ICC], 0.83 for reader 1 and 0.78 for reader 2). Excellent agreement regarding nodule size (ICC, 0.99 for reader 1 and 0.99 for reader 2) and characterization of the largest nodule (kappa value, 0.92 for reader 1 and 0.82 for reader 2) also existed.
CONCLUSION: Images reconstructed with FIRST are superior to those reconstructed AIDR 3D with regard to image noise and are equivalent with regard to subjective image quality, pulmonary nodule count, and nodule characterization.

Entities:  

Keywords:  forward-projected model-based iterative reconstruction; iterative reconstruction; lung cancer screening; model-based iterative reconstruction

Mesh:

Year:  2018        PMID: 30040468     DOI: 10.2214/AJR.17.19245

Source DB:  PubMed          Journal:  AJR Am J Roentgenol        ISSN: 0361-803X            Impact factor:   3.959


  6 in total

1.  Myocardial extracellular volume quantification in cardiac CT: comparison of the effects of two different iterative reconstruction algorithms with MRI as a reference standard.

Authors:  Takafumi Emoto; Masafumi Kidoh; Seitaro Oda; Takeshi Nakaura; Yasunori Nagayama; Akira Sasao; Yoshinori Funama; Satoshi Araki; Seiji Takashio; Kenji Sakamoto; Eiichiro Yamamoto; Koichi Kaikita; Kenichi Tsujita; Yasuyuki Yamashita
Journal:  Eur Radiol       Date:  2019-08-30       Impact factor: 5.315

2.  Impact of the non-negativity constraint in model-based iterative reconstruction from CT data.

Authors:  Viktor Haase; Katharina Hahn; Harald Schöndube; Karl Stierstorfer; Andreas Maier; Frédéric Noo
Journal:  Med Phys       Date:  2019-12       Impact factor: 4.071

3.  Superior objective and subjective image quality of deep learning reconstruction for low-dose abdominal CT imaging in comparison with model-based iterative reconstruction and filtered back projection.

Authors:  Akio Tamura; Eisuke Mukaida; Yoshitaka Ota; Masayoshi Kamata; Shun Abe; Kunihiro Yoshioka
Journal:  Br J Radiol       Date:  2021-07-01       Impact factor: 3.039

4.  Can fully iterative reconstruction technique enable routine abdominal CT at less than 1 mSv?

Authors:  Azadeh Tabari; Singh Ramandeep; Ruhani Doda Khera; Yiemeng Hoi; Erin Angel; Mannudeep K Kalra; Rachna Madan
Journal:  Eur J Radiol Open       Date:  2019-06-21

Review 5.  Latest CT technologies in lung cancer screening: protocols and radiation dose reduction.

Authors:  Marleen Vonder; Monique D Dorrius; Rozemarijn Vliegenthart
Journal:  Transl Lung Cancer Res       Date:  2021-02

6.  Difference in Local Lung Movement During Tidal Breathing Between COPD Patients and Asthma Patients Assessed by Four-dimensional Dynamic-ventilation CT Scan.

Authors:  Eisuke Mochizuki; Yoshiihiro Kawai; Keisuke Morikawa; Yutaro Ito; Namio Kagoo; Tsutomu Kubota; Koshiro Ichijyo; Masahiro Uehara; Masanori Harada; Shun Matsuura; Masaru Tsukui; Naoki Koshimizu
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2020-11-20
  6 in total

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