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Detection of Microvascular Collaterals in Ischemic Myocardium Using Ultra-high-resolution CT

Research Project

Project/Area Number 18K15552
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 52040:Radiological sciences-related
Research InstitutionKyushu University

Principal Investigator

Kojima Tsukasa  九州大学, 大学病院, 診療放射線技師 (60749034)

Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords超高精細CT / 冠動脈CT / 心拍数 / 微小血管 / 冠動脈ステント / 高精細CT / 画像ノイズ / 適応心拍数 / 梗塞心筋 / 微小血管側副路
Outline of Final Research Achievements

This study determined the maximum heart rate for feasible coronary CT imaging using ultra-high-resolution CT (UHRCT) while maintaining high spatial resolution, aiming to visualize microvascular collaterals in ischemic myocardium. Through experiments with a cardiac motion phantom, simulated coronary arteries, and analysis of clinical images, UHRCT's high spatial resolution was confirmed up to 60 bpm. Subsequent analysis of clinical images from patients below 60 bpm demonstrated UHRCT's ability to visualize previously undetectable microvascular collaterals. These findings suggest the potential of next-generation CT scanner like Photon Counting CT, which offer superior noise reduction and spatial resolution, in more visualizing microvascular collaterals in ischemic myocardium.

Academic Significance and Societal Importance of the Research Achievements

超高精細CTは、従来のCTよりも高い空間分解能を有するため、冠動脈の狭窄率をより正確に診断可能である。しかし、超高精細CTは時間分解能が低いため、冠動脈狭窄率を正確に診断できるのは低心拍数患者に限定される。本研究では、超高精細CTを用いた冠動脈CTにおける最適心拍数の上限が60 bpmであることを示した。この知見は臨床現場での超高精細CTの適切な使用方法に貢献し、冠動脈狭窄診断の精度向上に繋がる。
また、本研究では、心拍数60 bpm以下の患者の臨床画像にて、従来CTでは描出不可能な微小血管側副路を超高精細CTで描出した。これは経皮的冠動脈形成術の成功率向上に繋がる貴重な情報となる。

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (28 results)

All 2023 2022 2021 2020 2019 2018

All Journal Article (12 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 9 results,  Open Access: 3 results) Presentation (16 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Journal Article] Characteristics of the deep learning-based virtual monochromatic image with fast kilovolt-switching CT: a phantom study2022

    • Author(s)
      Katsuyama Yuna、Kojima Tsukasa、Shirasaka Takashi、Kondo Masatoshi、Kato Toyoyuki
    • Journal Title

      Radiological Physics and Technology

      Volume: 16 Issue: 1 Pages: 77-84

    • DOI

      10.1007/s12194-022-00695-x

    • Related Report
      2022 Annual Research Report
  • [Journal Article] A deep learning model based on fusion images of chest radiography and X-ray sponge images supports human visual characteristics of retained surgical items detection2022

    • Author(s)
      Kawakubo Masateru、Waki Hiroto、Shirasaka Takashi、Kojima Tsukasa、Mikayama Ryoji、Hamasaki Hiroshi、Akamine Hiroshi、Kato Toyoyuki、Baba Shingo、Ushiro Shin、Ishigami Kousei
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery

      Volume: - Issue: 8 Pages: 1459-1467

    • DOI

      10.1007/s11548-022-02816-8

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Importance of the heart rate in ultra-high-resolution coronary CT angiography with 0.35?s gantry rotation time2022

    • Author(s)
      Kojima Tsukasa、Shirasaka Takashi、Yamasaki Yuzo、Kondo Masatoshi、Hamasaki Hiroshi、Mikayama Ryoji、Sakai Yuki、Kato Toyoyuki、Nishie Akihiro、Ishigami Kousei、Yabuuchi Hidetake
    • Journal Title

      Japanese Journal of Radiology

      Volume: 40 Issue: 8 Pages: 781-790

    • DOI

      10.1007/s11604-022-01265-2

    • Related Report
      2022 Annual Research Report 2021 Research-status Report
  • [Journal Article] Deep-learning reconstruction for ultra-low-dose lung CT: Volumetric measurement accuracy and reproducibility of artificial ground-glass nodules in a phantom study2022

    • Author(s)
      mikayama ryoji、Shirasaka Takashi、Kojima Tsukasa、Sakai Yuki、Yabuuchi Hidetake、Kondo Masatoshi、Kato Toyoyuki
    • Journal Title

      The British Journal of Radiology

      Volume: 95 Issue: 1130

    • DOI

      10.1259/bjr.20210915

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Low-radiation dose scan protocol for preoperative imaging for dental implant surgery using deep learning-based reconstruction in multidetector CT2022

    • Author(s)
      Sakai Yuki、Kitamoto Erina、Okamura Kazutoshi、Takarabe Shinya、Shirasaka Takashi、Mikayama Ryoji、Kondo Masatoshi、Tatsumi Masato、Kojima Tsukasa、Kato Toyoyuki、Yoshiura Kazunori
    • Journal Title

      Oral Radiology

      Volume: - Issue: 4 Pages: 517-526

    • DOI

      10.1007/s11282-021-00584-w

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Influence of beam hardening in dual-energy CT imaging: phantom study for iodine mapping, virtual monoenergetic imaging, and virtual non-contrast imaging2021

    • Author(s)
      Kanatani Risa、Shirasaka Takashi、Kojima Tsukasa、Kato Toyoyuki、Kawakubo Masateru
    • Journal Title

      European Radiology Experimental

      Volume: 5 Issue: 1

    • DOI

      10.1186/s41747-021-00217-1

    • NAID

      120007032656

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Image quality improvement with deep learning‐based reconstruction on abdominal ultrahigh‐resolution CT: A phantom study2021

    • Author(s)
      Shirasaka Takashi、Kojima Tsukasa、Funama Yoshinori、Sakai Yuki、Kondo Masatoshi、Mikayama Ryoji、Hamasaki Hiroshi、Kato Toyoyuki、Ushijima Yasuhiro、Asayama Yoshiki、Nishie Akihiro
    • Journal Title

      Journal of Applied Clinical Medical Physics

      Volume: 22 Issue: 7 Pages: 286-296

    • DOI

      10.1002/acm2.13318

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A novel fast kilovoltage switching dual-energy CT with deep learning: Accuracy of CT number on virtual monochromatic imaging and iodine quantification2021

    • Author(s)
      Kojima Tsukasa、Shirasaka Takashi、Kondo Masatoshi、Kato Toyoyuki、Nishie Akihiro、Ishigami Kousei、Yabuuchi Hidetake
    • Journal Title

      Physica Medica

      Volume: 81 Pages: 253-261

    • DOI

      10.1016/j.ejmp.2020.12.018

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] New transluminal attenuation gradient derived from dynamic coronary CT angiography: diagnostic ability of ischemia detected by 13N-ammonia PET2020

    • Author(s)
      Kojima Tsukasa、Nagao Michinobu、Yabuuchi Hidetake、Yamasaki Yuzo、Shirasaka Takashi、Kawakubo Masateru、Fukushima Kenji、Kato Toyoyuki、Yamamoto Atsushi、Nakao Risako、Sakai Akiko、Watanabe Eri、Sakai Shuji
    • Journal Title

      Heart and Vessels

      Volume: 36 Issue: 4 Pages: 433-441

    • DOI

      10.1007/s00380-020-01712-y

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of scan mode and focal spot size in airway dimension measurements for ultra-high-resolution computed tomography of chronic obstructive pulmonary disease: A COPDGene phantom study2020

    • Author(s)
      Mikayama Ryoji、Shirasaka Takashi、Yabuuchi Hidetake、Sakai Yuki、Kojima Tsukasa、Kondo Masatoshi、Yoshikawa Hideki、Kato Toyoyuki
    • Journal Title

      Physica Medica

      Volume: 70 Pages: 102-108

    • DOI

      10.1016/j.ejmp.2019.12.025

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Low Radiation Dose and High Image Quality of 320-Row Coronary Computed Tomography Angiography Using a Small Dose of Contrast Medium and Refined Scan Timing Prediction2020

    • Author(s)
      Shirasaka Takashi、Nagao Michinobu、Yamasaki Yuzo、Kojima Tsukasa、Kondo Masatoshi、Hamasaki Hiroshi、Kamitani Takeshi、Kato Toyoyuki、Asayama Yoshiki
    • Journal Title

      Journal of Computer Assisted Tomography

      Volume: 44 Issue: 1 Pages: 7-12

    • DOI

      10.1097/rct.0000000000000951

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Dynamic Coronary 320-Row CT Angiography Using Low-Dose Contrast and Temporal Maximum Intensity Projection: A Comparison with Standard Coronary CT Angiography2019

    • Author(s)
      Kojima Tsukasa、Yamasaki Yuzo、Kamitani Takeshi、Yabuuchi Hidetake、Shirasaka Takashi、Shimomiya Yamato、Kondo Masatoshi、Hamasaki Hiroshi、Kato Toyoyuki、Nagao Michinobu、Honda Hiroshi
    • Journal Title

      Cardiovascular Imaging Asia

      Volume: 3 Issue: 1 Pages: 1-1

    • DOI

      10.22468/cvia.2018.00213

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 超高精細CTを用いた冠動脈CTにおける心拍数の重要性2023

    • Author(s)
      小島宰
    • Organizer
      第6回超高精細CT研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Deep learningを用いたDual energy CTにおける仮想単色X線画像の画質評価2022

    • Author(s)
      勝山 裕菜, 小島 宰, 白坂 崇, 近藤 雅敏, 加藤 豊幸
    • Organizer
      第10回日本CT技術学会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 最新の心臓CT画像再構成2022

    • Author(s)
      小島宰
    • Organizer
      Alliance for Revolution and Interventional Cardiology Advancement (ARIA) 2022
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] 胸部エックス線画像の深層学習による外科手術に伴う体内遺残物検出システムの開発2022

    • Author(s)
      河窪正照, 脇大登, 白坂崇, 小島宰, 三賀山諒司, 濱崎洋志, 濱崎洋志, 加藤豊幸
    • Organizer
      第78回日本放射線技術学会総会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 少量造影剤による低管電圧TAVI-CTにおけるDeep Learning Reconstructionの有用性2022

    • Author(s)
      小島宰, 山崎誘三, 松浦由布子, 白坂崇, 加藤豊幸, 藪内英剛, 石神康生
    • Organizer
      第78回日本放射線技術学会総会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Virtual non-contrast画像におけるヨード濃度と体格の影響2022

    • Author(s)
      白坂 崇, 小島 宰, 山根 志穂, 舩津 亮平, 加藤 豊幸, 船間 芳憲
    • Organizer
      第10回日本CT技術学会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Relationship between vessel shape and heart rate of coronary CT angiography with ultra-high-resolution CT - Phantom study -2019

    • Author(s)
      Tsukasa Kojima, Takashi Shirasaka, Yuzo Yamasaki, Ryoji Mikayama, Ryoji Matsumoto, Yuki Sakai, Masatoshi Kondo, Toyoyuki Kato
    • Organizer
      第75回日本放射線技術学会総会学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 高精細CTを用いた冠動脈ステントの内腔評価における心拍数の影響2019

    • Author(s)
      小島宰、安松昇悟、白坂崇、近藤雅敏、加藤豊幸
    • Organizer
      第47回日本放射線技術学会秋季学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 顎顔面領域CT検査における逐次近似応用再構成を併用したたれ付き検出器ノンヘリカル撮影の有用性2019

    • Author(s)
      酒井友貴、北本江梨奈、加美由紀子、白坂崇、辰見正人、近藤雅敏、岡村和俊、小島宰、安松昇悟、三賀山諒司、加藤豊幸
    • Organizer
      日本CT技術学会第7回学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 超高精細CTを用いたDual energy CT angiographyにおけるカルシウム除去精度の向上2019

    • Author(s)
      白坂 崇 ,船間 芳憲 ,小島 宰,酒井 友貴,三賀山 諒司,近藤 雅敏,加藤 豊幸
    • Organizer
      第75回日本放射線技術学会総会学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 超高精細 CT における腹部 dynamic CT の画質向上; deep learning 応用再構成の画質評価2019

    • Author(s)
      白坂 崇,浅山良樹,船間芳憲,酒井友貴,小島 宰,三賀山諒司,日置一仁,近藤雅敏,加藤豊幸,西江昭弘
    • Organizer
      日本 CT 技術学会第 7 回学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Hybrid analysis of transluminal attenuation gradient and dynamic 320- detector coronary CT angiography: detection of functional coronary stenosis2019

    • Author(s)
      T. Kojima, M. Nagao, T. Shirasaka, M. Kawakubo, Y. Shimomiya, Y. Yamasaki, T. Kato, S. Sakai
    • Organizer
      European Congress of Radiology 2019
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effect of the scan mode and focal spot size on airway measurement for ultra-high-resolution CT2019

    • Author(s)
      Ryoji Mikayama, Takashi Shirasaka, Hidetake Yabuuchi, Yuki Sakai, Tsukasa Kojima, Masatoshi Kondo, Hideki Yoshikawa, Toyoyuki Kato
    • Organizer
      European Congress of Radiology 2019
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 冠動脈ステントの内腔評価における超高精細CTの撮影モードの影響2018

    • Author(s)
      小島宰, 白坂崇, 船間芳憲 , 濱崎洋志, 松本亮二, 近藤雅敏, 吉川英樹
    • Organizer
      第74回日本放射線技術学会総会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 超高精細CTの撮影モードと焦点サイズが画質に与える影響2018

    • Author(s)
      三賀山諒司, 白坂崇, 酒井友貴, 小島宰, 近藤雅敏, 吉川英樹, 梅津芳幸
    • Organizer
      第74回日本放射線技術学会総会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 超高精細CTを用いた冠動脈CTにおけるHigh kVp撮影の有用性について2018

    • Author(s)
      白坂崇, 小島宰, 船間芳憲 , 濱崎洋志, 松本亮二, 近藤雅敏, 吉川英樹
    • Organizer
      第74回日本放射線技術学会総会学術大会
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2024-01-30  

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