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Three-dimensionally consolidated reality of image quality of CT images reconstructed by iterative reconstruction methods

Research Project

Project/Area Number 15K09883
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Radiation science
Research InstitutionTohoku University

Principal Investigator

Mori Issei  東北大学, 医学系研究科, 大学院非常勤講師 (90375171)

Co-Investigator(Kenkyū-buntansha) 町田 好男  東北大学, 医学系研究科, 教授 (30507083)
Co-Investigator(Renkei-kenkyūsha) HOMMA NORIYASU  東北大学, 大学院医学系研究科, 教授 (30282023)
Research Collaborator GOTO MITSUNORI  
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords医用画像工学 / X線CT / エックス線・CT / エックス線・CT / 画像再構成 / 画質
Outline of Final Research Achievements

Iterative reconstruction (IR) methods is said to reduce radiation dose while maintaining image quality. Numerous task-based image quality assessment, which mimics clinical tasks, support the superiority of IR methods over existing filtered backprojection (FBP) method. However, the test object is visually too distinct: it does not reflect clinically difficult/important task. Further, it ignores slice sensitivity profile (SSP).
We developed methods to measure in-plane resolution and SSP using indistinct test objects buried in noise. We also measured three-dimensional noise power spectrum (NPS) accurately. Using these methods, we evaluated matched filter SNR (MFSNR) of indistinct object for images of IR and FBP. Resultantly, none of three IR methods showed better MFSNR than FBP. Consequently, IR methods do not improve the detectability of indistinct object: radiation dose cannot be reduced. The predominant task-based evaluation method necessarily overvalues IR methods.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (25 results)

All 2018 2017 2016 2015

All Journal Article (9 results) (of which Peer Reviewed: 8 results,  Acknowledgement Compliant: 4 results,  Open Access: 1 results) Presentation (16 results) (of which Int'l Joint Research: 5 results,  Invited: 3 results)

  • [Journal Article] Tilted-wire method for measuring resolution properties of CT images under extremely low-contrast and high-noise conditions.2018

    • Author(s)
      Chiaki Tominaga, Hiroki Azumi, Mitsunori Goto, Masaaki Taura, Noriyasu Homma, and Issei Mori
    • Journal Title

      Radiol Phys Technol

      Volume: - Issue: 2 Pages: 125-137

    • DOI

      10.1007/s12194-018-0443-8

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] PSF 法による超低 CNR 条件での MTF 測定について2016

    • Author(s)
      富永千晶,安海弘樹,後藤光範,田浦将明,本間経康,森一生
    • Journal Title

      Proceedings of JSCT 4th Annual Meeting(JSCT2016)

      Volume: 4 Pages: 23-26

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 新しい逐次近似再構成法における体軸方向解像力の検討2016

    • Author(s)
      後藤光範,田浦将明,富永千晶, 森一生
    • Journal Title

      Proceedings of JSCT 4th Annual Meeting(JSCT2016)

      Volume: 4 Pages: 27-31

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Aliased noise in X-ray CT images and band-limiting processing as a preventive measure.2015

    • Author(s)
      Sato K, Shidahara M, Goto M, Yanagawa I, Homma N, Mori I.
    • Journal Title

      Radiol Phys Technol.

      Volume: 8 Pages: 178-192

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] プロペラMR画像の1次元NPS計測2015

    • Author(s)
      一関雄輝,宮本宏太,齋藤俊輝,森一生,町田好男
    • Journal Title

      医用画像工学会誌

      Volume: 33 Pages: 217-222

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Noise Power Spectrum in PROPELLER MR Imaging2015

    • Author(s)
      Ichinoseki Y, Miyamoto K, Nagasaka T, Tamura H, Mori I, Machida Y
    • Journal Title

      Magnetic Resonance in Medical Sciences

      Volume: 14 Issue: 3 Pages: 235-242

    • DOI

      10.2463/mrms.2014-0071

    • NAID

      130005093238

    • ISSN
      1347-3182, 1880-2206
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 新しい逐次近似再構成法における体軸方向解像力の検討2015

    • Author(s)
      後藤光範,田浦将明,富永千晶, 森一生
    • Journal Title

      Proceedings of JSCT

      Volume: 3 Pages: 72-75

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] 円形エッジ法によるMTF計測:低コントラスト条件での回転中心近傍配置の問題について2015

    • Author(s)
      富永千晶,安海弘樹,後藤光範,田浦将明,本間経康,森一生
    • Journal Title

      Proceedings of JSCT

      Volume: 3 Pages: 64-66

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] CTにおける画質の物理指標について2015

    • Author(s)
      森一生
    • Journal Title

      インナービジョン

      Volume: 30 Pages: 2-4

    • Related Report
      2015 Research-status Report
  • [Presentation] Evaluation of Hybrid-type Iterative Reconstruction using 3D-consolidated Signal to Noise Ratio in Computed Tomography2017

    • Author(s)
      M. Goto, M. Taura, C. Tominaga, H. Azumi, N. Homma, I. Mori
    • Organizer
      日本放射線技術学会第73回総会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] The Measurement of Signal Quantity Change in Iterative Reconstruction2017

    • Author(s)
      C. Tominaga, H. Azumi, M. Goto, M. Taura, N.Homma, I. Mori
    • Organizer
      日本放射線技術学会第73回総会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Measurement of Low-contrast Modulation Transfer Function of CT image: Revisit of Averaging Method to Cope with Noise2016

    • Author(s)
      C. Tominaga, H. Azumi, M. Goto, M. Taura, N.Homma, I. Mori
    • Organizer
      102nd Scientific Assembly & Annual Meeting of the Radiological Society of North America
    • Place of Presentation
      米国、シカゴ
    • Year and Date
      2016-11-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Accurate Measurement of Modulation Transfer Function of CT from Extremely Low-contrast Non-zoomed Wire Images2016

    • Author(s)
      C. Tominaga, H. Azumi, M. Goto, M. Taura, N.Homma, I. Mori
    • Organizer
      102nd Scientific Assembly & Annual Meeting of the Radiological Society of North America
    • Place of Presentation
      米国、シカゴ
    • Year and Date
      2016-11-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] PSF法におけるMTFの位置依存性とその改善2016

    • Author(s)
      安海弘樹、後藤光範、富永千晶 、本間経康、森一生
    • Organizer
      第72回日本放射線技術学会総会学術大会
    • Place of Presentation
      横浜 (パシフィコ横浜)
    • Year and Date
      2016-04-14
    • Related Report
      2016 Research-status Report
  • [Presentation] 低CNR条件のMTF測定における加算平均方法の比較2016

    • Author(s)
      富永千晶,安海弘樹,後藤光範,本間経康,森一生
    • Organizer
      第72回日本放射線技術学会総会学術大会
    • Place of Presentation
      横浜(パシフィコ横浜)
    • Year and Date
      2016-04-14
    • Related Report
      2016 Research-status Report
  • [Presentation] PSF 法による超低 CNR 条件での MTF 測定について2016

    • Author(s)
      富永千晶,安海弘樹,後藤光範,田浦将明,本間経康,森一生
    • Organizer
      日本CT技術学会第4回学術大会
    • Place of Presentation
      大阪 (大阪市立総合医療センター)
    • Related Report
      2016 Research-status Report
  • [Presentation] A Method to Measure Slice Sensitivity Profile of Recent Non-linear CT Images at Low Contrast-to-Noise2015

    • Author(s)
      M. Goto, C. Tominaga, M. Taura, H. Azumi1, N. Homma, I. Mori
    • Organizer
      Radiological Society of North America, 101st Scientific Assembly and Annual Meeting
    • Place of Presentation
      米国、シカゴ
    • Year and Date
      2015-11-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Measurement of z-directional noise power spectrum for CT images2015

    • Author(s)
      M. Goto, C. Tominaga, M. Taura, H. Azumi, N. Homma, I. Mori
    • Organizer
      Radiological Society of North America, 101st Scientific Assembly and Annual Meeting
    • Place of Presentation
      米国、シカゴ
    • Year and Date
      2015-11-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Longitudinal resolution of CT images reconstructed by IR-type methods2015

    • Author(s)
      M. Goto, M. Taura, C. Tominaga, H. Azumi, N. Homma, I. Mori
    • Organizer
      Radiological Society of North America, 101st Scientific Assembly and Annual Meeting
    • Place of Presentation
      米国、シカゴ
    • Year and Date
      2015-11-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 近年の 逐次近似的再構成法による CT 画像と評価2015

    • Author(s)
      森 一生
    • Organizer
      第110回日本医学物理学会学術大会
    • Place of Presentation
      札幌 北海道大学医学部学友会館フラテ
    • Year and Date
      2015-09-20
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] MRIにおける1次元NPSの実用化に向けた計測精度の検討2015

    • Author(s)
      一関雄輝、宮本宏太、永坂竜男、森一生、町田好男
    • Organizer
      第43回日本磁気共鳴医学会大会
    • Place of Presentation
      東京 東京ドームホテル
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] CTにおける 画質の物理指標について2015

    • Author(s)
      森 一生
    • Organizer
      第19回CTサミット
    • Place of Presentation
      東京 日本教育会館一ツ橋ホール
    • Year and Date
      2015-07-25
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 新しい逐次近似再構成法における体軸方向解像力の検討2015

    • Author(s)
      後藤光範,田浦将明,富永千晶,森一生
    • Organizer
      日本CT技術学会 第3回学術大会
    • Place of Presentation
      東京 北里大学白金キャンパス コンベンションホール
    • Year and Date
      2015-06-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 円形エッジ法によるMTF計測 -低コントラスト条件での回転中心近傍配置の問題について-2015

    • Author(s)
      富永千晶,安海弘樹,後藤光範,田浦将明,本間経康,森一生
    • Organizer
      日本CT技術学会 第3回学術大会
    • Place of Presentation
      東京 北里大学白金キャンパス コンベンションホール
    • Year and Date
      2015-06-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 現代的なX線CTの先駈けとその開発2015

    • Author(s)
      森 一生
    • Organizer
      日本歯科放射線学会 第56回学術大会
    • Place of Presentation
      仙台 戦災復興記念館
    • Year and Date
      2015-06-05
    • Related Report
      2015 Research-status Report
    • Invited

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Published: 2015-04-16   Modified: 2019-03-29  

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