Updated on 2025/06/09

写真a

 
KOJIMA TSUKASA
 
Organization
Faculty of Medical Sciences Department of Health Sciences Assistant Professor
School of Medicine Department of Health Sciences(Concurrent)
Title
Assistant Professor
Tel
0926424200
External link

Research Areas

  • Life Science / Radiological sciences

Degree

  • Ph.D.

Research History

  • Kyushu University Department of Health Sciences, Faculty of Medical Sciences Assistant Professor 

    2024.4 - Present

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  • 九州大学病院 医療技術部放射線部門 診療放射線技師 

    2014.4 - 2024.3

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Education

  • Kyushu University   大学院医学系学府保健学専攻   博士後期課程

    2019 - 2023.3

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    Country:Japan

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  • Kyushu University   大学院医学系学府   保健学専攻

    2012.4 - 2014.3

  • Kyushu University   医学部   保健学科放射線技術科学専攻

    2008.4 - 2012.3

Research Interests・Research Keywords

  • Research theme: CT

    Keyword: CT

    Research period: 2024

  • Research theme: MRI

    Keyword: MRI

    Research period: 2024

  • Research theme: 循環器イメージング

    Keyword: 循環器イメージング

    Research period: 2024

  • Research theme: 医用画像解析

    Keyword: 医用画像解析

    Research period: 2024

Awards

  • 九州大学大学院保健学専攻優秀研究賞

    2023.3   九州大学  

  • 第78回日本放射線技術学会総会学術大会Cypos賞銅賞

    2022.4   日本放射線技術学会   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

  • 第47回日本放射線技術学会秋季学術大会 座長推薦優秀研究発表

    2019.12   日本放射線技術学会   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

  • 第75回日本放射線技術学会総会学術大会 Cypos賞銅賞

    2019.4   日本放射線技術学会   高精細CTを用いた冠動脈CTにおける血管形状と心拍数の関係性 - Phantom study –

  • 第75回日本放射線技術学会総会学術大会 座長推薦優秀研究発表

    2019.4   日本放射線技術学会   Relationship between Vessel Shape and Heart Rate of Coronary CT Angiography with Ultra-high-resolution CT – Phantom Study –

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Papers

  • Clinical utility of non-gated 4-min delayed dual-energy CT for myocardial extracellular volume quantification Reviewed

    Tsukasa Kojima, Yuzo Yamasaki, Daisuke Nishigake, Takashi Shirasaka, Masatoshi Kondo, Kazuhito Hioki, Takeshi Kamitani, Toyoyuki Kato, Kousei Ishigami

    British Journal of Radiology   98 ( 1168 )   600 - 606   2025.2   ISSN:0007-1285 eISSN:1748-880X

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:British Journal of Radiology  

    Objectives: To develop and validate the myocardial extracellular volume (ECV) obtained from non-electrocardiography (ECG)-gated delayed CT images acquired 4 min post-contrast infusion (4-min-non-ECG-ECV) compared with the ECV obtained from ECG-gated delayed CT images acquired 10 min post-contrast infusion (Conv-ECV). Methods: We retrospectively analysed 29 patients (males: 21) after a comprehensive CT protocol of both 4-min-non-ECG-ECV and Conv-ECV on a dual-layer CT scanner. The mean volume of contrast medium administered was 90 ± 11.8 mL, and the average heart rate during the CT examinations was 74.2 ± 18.2 bpm. Two independent observers calculated the respective 4-min-non-ECG-ECV and Conv-ECV. We determined the correlation between the ECV obtained by the 2 methods and conducted a Bland-Altman analysis to identify systematic errors and determine the limits of agreement (LOA) between the 4-min-non-ECG-ECV and Conv-ECV values. Results: The respective median ECV values for observer 1 were 27.3 for 4-min-non-ECG-ECV and 26.5 for Conv-ECV; for observer 2, they were 27.8 and 27.1. The correlation between the methods was 0.97 for both observers (P <. 01). The Bland-Altman plots for observers 1 and 2 demonstrated a minor bias (-0.2% and -0.5%, respectively), with the 95% LOA ranges at -4.4% to 4.0% and -5.0% to 4.0%, respectively. Conclusion: The 4-min-non-ECG-ECV provided ECV values comparable to those obtained by Conv-ECV. Advances in knowledge: Myocardial ECV quantification is feasible using a non-gated, 4-min delayed dual-energy CT scan with an already established CT acquisition method. This approach achieves ECV accuracy comparable to that of the conventional CT-ECV calculation method (gated 10-min delayed imaging) while enhancing clinical efficacy and diagnostic throughput.

    DOI: 10.1093/bjr/tqaf022

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  • The Feasibility of Deep Learning-Based Reconstruction for Low-Tube-Voltage CT Angiography for Transcatheter Aortic Valve Implantation. Reviewed International journal

    Tsukasa Kojima, Yuzo Yamasaki, Yuko Matsuura, Ryoji Mikayama, Takashi Shirasaka, Masatoshi Kondo, Takeshi Kamitani, Toyoyuki Kato, Kousei Ishigami, Hidetake Yabuuchi

    Journal of computer assisted tomography   48 ( 1 )   77 - 84   2023.8   ISSN:0363-8715 eISSN:1532-3145

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Journal of Computer Assisted Tomography  

    OBJECTIVE: The purpose of this study is to evaluate the efficacy of deep learning reconstruction (DLR) on low-tube-voltage computed tomographic angiography (CTA) for transcatheter aortic valve implantation (TAVI). METHODS: We enrolled 30 patients who underwent TAVI-CT on a 320-row CT scanner. Electrocardiogram-gated coronary CTA (CCTA) was performed at 100 kV, followed by nongated aortoiliac CTA at 80 kV using a single bolus of contrast material. We used hybrid-iterative reconstruction (HIR), model-based IR (MBIR), and DLR to reconstruct these images. The contrast-to-noise ratios (CNRs) were calculated. Five-point scales were used for the overall image quality analysis. The diameter of the aortic annulus was measured in each reconstructed image, and we compared the interobserver and intraobserver agreements. RESULTS: In the CCTA, the CNR and image quality score for DLR were significantly higher than those for HIR and MBIR (P < 0.01). In the aortoiliac CTA, the CNR for DLR was significantly higher than that for HIR (P < 0.01) and significantly lower than that for MBIR (P ≤ 0.02). The image quality score for DLR was significantly higher than that for HIR (P < 0.01). No significant differences were observed between the image quality scores for DLR and MBIR. The measured aortic annulus diameter had high interobserver and intraobserver agreement regardless of the reconstruction method (all intraclass correlation coefficients, >0.89). CONCLUSIONS: In low tube voltage TAVI-CT, DLR provides higher image quality than HIR, and DLR provides higher image quality than MBIR in CCTA and is visually comparable to MBIR in aortoiliac CTA.

    DOI: 10.1097/RCT.0000000000001525

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  • Importance of the heart rate in ultra-high-resolution coronary CT angiography with 0.35 s gantry rotation time Reviewed

    Tsukasa Kojima, Takashi Shirasaka, Yuzo Yamasaki, Masatoshi Kondo, Hiroshi Hamasaki, Ryoji Mikayama, Yuki Sakai, Toyoyuki Kato, Akihiro Nishie, Kousei Ishigami, Hidetake Yabuuchi

    JAPANESE JOURNAL OF RADIOLOGY   40 ( 8 )   781 - 790   2022.4   ISSN:1867-1071 eISSN:1867-108X

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:SPRINGER  

    Purpose We investigated the effects of the heart rate (HR) on the motion artifact in coronary computed tomography angiography (CCTA) with ultra-high-resolution-CT (U-HRCT), and we clarified the upper limit of optimal HR in CCTA with U-HRCT in a comparison with conventional-resolution-CT (CRCT) on a cardiac phantom and in patients with CCTA.Materials and methods A pulsating cardiac phantom equipped with coronary models was scanned at static and HR simulations of 40-90 beats/min (bpm) at 10-bpm intervals using U-HRCT and CRCT, respectively. The sharpness and lumen diameter of the coronary model were quantitatively compared between U-HRCT and CRCT stratified by HR in the phantom study. We also assessed the visual inspections of clinical images in CCTA with U-HRCT.Results At the HRs <= 60 bpm, the error of the lumen diameter of the U-HRCT tended to be smaller than that of the CRCT. However, at the HRs > 60 bpm, the inverse was shown. For the image sharpness, the U-HRCT was significantly superior to the CRCT (p < 0.05). In the visual assessment, the scores were negatively correlated with HRs in patients (Spearman r= - 0.71, p < 0.01). A receiver-operating characteristic analysis revealed the HR of 61 bpm as the optimal cutoff of the non-diagnostic image quality, with an area under the curve of 0.87, 95% sensitivity, and 71% specificity.Conclusion At HRs <= 60 bpm, U-HRCT was more accurate in the imaging of coronary arteries than CRCT. The upper limit of the optimal HR in CCTA with U-HRCT was approx. 60 bpm.

    DOI: 10.1007/s11604-022-01265-2

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  • New transluminal attenuation gradient derived from dynamic coronary CT angiography: diagnostic ability of ischemia detected by(13)N-ammonia PET Reviewed

    Tsukasa Kojima, Michinobu Nagao, Hidetake Yabuuchi, Yuzo Yamasaki, Takashi Shirasaka, Masateru Kawakubo, Kenji Fukushima, Toyoyuki Kato, Atsushi Yamamoto, Risako Nakao, Akiko Sakai, Eri Watanabe, Shuji Sakai

    HEART AND VESSELS   36 ( 4 )   433 - 441   2021.4

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    Language:English   Publishing type:Research paper (scientific journal)  

    Coronary computed tomography angiography (CCTA) has low specificity for detecting significant functional coronary stenosis. We developed a new transluminal attenuation gradient (TAG)-derived dynamic CCTA with dose modulation, and we investigated its diagnostic performance for myocardial ischemia depicted by(13)N-ammonia positron emission tomography (PET). Data from 48 consecutive patients who had undergone both dynamic CCTA and(13)N-ammonia PET were retrospectively analyzed. Dynamic CCTA was continuously performed in mid-diastole for five cardiac cycles with prospective electrocardiography gating after a 10-s contrast medium injection. One scan of the dynamic CCTA was performed as a boost scan for conventional CCTA at the peak phase of the ascending aorta. Absolute TAG values at five phases around the boost scan were calculated. The dynamic TAG index (DTI) was defined as the ratio of the maximum absolute TAG to the standard deviation of five TAG values. We categorized the coronary territories as non-ischemia or ischemia based on the(13)N-ammonia PET results. A receiver operating characteristic (ROC) analysis was performed to determine the optimal cutoff of the DTI for identifying ischemia. The DTI was significantly higher for ischemia compared to non-ischemia (8.8 +/- 3.9 vs. 4.6 +/- 2.0,p < 0.01). The ROC analysis revealed 5.60 as the optimal DTI cutoff to detect ischemia, with an area under the curve of 0.87, 85.7% sensitivity, and 76.2% specificity. TAG provided no additional diagnostic value for the detection of ischemia. We propose the DTI derived from dynamic CCTA as a novel coronary flow index. The DTI is a valid technique for detecting functional coronary stenosis.

    DOI: 10.1007/s00380-020-01712-y

  • A novel fast kilovoltage switching dual-energy CT with deep learning: Accuracy of CT number on virtual monochromatic imaging and iodine quantification Reviewed

    Tsukasa Kojima, Takashi Shirasaka, Masatoshi Kondo, Toyoyuki Kato, Akihiro Nishie, Kousei Ishigami, Hidetake Yabuuchi

    PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS   81   253 - 261   2021.1

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    Language:English   Publishing type:Research paper (scientific journal)  

    Purpose: A novel fast kilovoltage switching dual-energy CT with deep learning [Deep learning based-spectral CT (DL-Spectral CT)], which generates a complete sinogram for each kilovolt using deep learning views that complement the measured views at each energy, was commercialized in 2020. The purpose of this study was to evaluate the accuracy of CT numbers in virtual monochromatic images (VMIs) and iodine quantifications at various radiation doses using DL-Spectral CT.Materials and methods: Two multi-energy phantoms (large and small) using several rods representing different materials (iodine, calcium, blood, and adipose) were scanned by DL-Spectral CT at varying radiation doses. Images were reconstructed using three reconstruction parameters (body, lung, bone). The absolute percentage errors (APEs) for CT numbers on VMIs at 50, 70, and 100 keV and iodine quantification were compared among different radiation dose protocols.Results: The APEs of the CT numbers on VMIs were <15% in both the large and small phantoms, except at the minimum dose in the large phantom. There were no significant differences among radiation dose protocols in computed tomography dose index volumes of 12.3 mGy or larger. The accuracy of iodine quantification provided by the body parameter was significantly better than those obtained with the lung and bone parameters. Increasing the radiation dose did not always improve the accuracy of iodine quantification, regardless of the reconstruction parameter and phantom size.Conclusion: The accuracy of iodine quantification and CT numbers on VMIs in DL-Spectral CT was not affected by the radiation dose, except for an extremely low radiation dose for body size.

    DOI: 10.1016/j.ejmp.2020.12.018

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Books

  • CT縦横無尽

    尾田, 済太郎, 船間, 芳憲, 粟井, 和夫

    メジカルビュー社  2023.10 

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    Responsible for pages:総ページ数:xi, 539p   Language:Japanese  

  • ポケット英和医学用語・略語辞典

    「ポケット英和医学用語・略語辞典」編集委員会

    南山堂  2020.1 

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    Responsible for pages:総ページ数:318p   Language:Japanese  

  • こだわりのCT画像処理 PhyZiodynamicsを用いた新たな冠動脈血流イメージング

    小島 宰, 下宮 大和, 長尾 充展, 白坂 崇, 山崎 誘三, 中村 泰彦

    映像情報medical : a monthly journal of medical imaging and information  2016.12 

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    Responsible for pages:Vol.48, No.13, pp.86-91   Language:Japanese  

Presentations

  • 超高精細CTを用いた冠動脈CTにおける心拍数の重要性

    小島宰

    第6回超高精細CT研究会  2023.1 

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    Event date: 2023.1

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  • 最新の心臓CT画像再構成 Invited

    小島宰

    Alliance for Revolution and Interventional Cardiology Advancement (ARIA) 2022  2022.11 

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    Event date: 2022.11

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  • 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

    河窪正照, 脇大登, 白坂崇, 白坂崇, 小島宰, 小島宰, 三賀山諒司, 濱崎洋志, 濱崎洋志, 加藤豊幸

    第78回日本放射線技術学会総会学術大会  2022.4 

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    Event date: 2022.4

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  • 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

    小島宰, 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

    第78回日本放射線技術学会総会学術大会  2022.4 

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    Event date: 2022.4

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  • 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

    小島宰

    第47回日本放射線技術学会秋季学術大会  2019.4 

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    Event date: 2019.4

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MISC

  • 放射線技術の未来へ DXによる変革と革新 DX化が開くCT検査の新時代

    小島 宰

    JART: 日本診療放射線技師会誌   71 ( 12 )   1508 - 1513   2024.12   ISSN:2187-2538

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    Language:Japanese   Publisher:(公社)日本診療放射線技師会  

  • Virtual non-contrast画像におけるヨード濃度と体格の影響

    白坂 崇, 小島 宰, 山根 志穂, 舩津 亮平, 加藤 豊幸, 船間 芳憲

    日本CT技術学会雑誌   第10回学術大会予稿集   19 - 19   2022.7   ISSN:2434-2769 eISSN:2434-2750

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    Language:Japanese   Publisher:(NPO)日本CT技術学会  

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Professional Memberships

  • 日本心臓CT研究会

    2021.9 - Present

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  • 日本放射線技術学会

    2014.7 - Present

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  • 日本診療放射線技師会

    2014.4 - Present

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  • 日本医学物理学会

    2013.7 - Present

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  • 日本磁気共鳴医学会

Committee Memberships

  • Cyber DECT conference   世話人  

    2024.1 - Present   

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  • 九州CT研究会   世話人  

    2024.1 - Present   

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Academic Activities

  • 第 19 回九州放射線医療技術学術大会

    Role(s): Panel moderator, session chair, etc.

    2024.12

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    Type:Academic society, research group, etc. 

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  • Alliance for Revolution and Interventional Cardiology Advancement 2024

    Role(s): Panel moderator, session chair, etc.

    2024.11

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  • 第 3 回 CMW & CDC 共催サイバー大会

    Role(s): Panel moderator, session chair, etc.

    2024.8

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  • 第27回CTサミット 実行委員

    Role(s): Planning, management, etc.

    2024.7

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  • 座長

    第13回九州CT研究会  ( Japan ) 2024.5

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    Type:Competition, symposium, etc. 

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Research Projects

  • 深層学習を用いた心電図同期CT画像の生成と心疾患予防医療への応用

    Grant number:23K14872  2023 - 2025

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Early-Career Scientists

    小島 宰

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    Grant type:Scientific research funding

    健康寿命の延伸を目指す我が国において、心疾患の予防は重要である。CTで算出可能な冠動脈石灰化スコアは、心疾患発症率と相関があり、事前に把握する事で心疾患の予防に繋がる。しかし冠動脈石灰化スコアの正確な算出は、検診でも実施される非心電図同期CT撮影では難しく、心電図同期CT撮影が必要である。しかし心電図同期CT撮影は、被ばくが多いために心疾患疑い患者以外への実施は難しい。
    本研究は、まず非心電図同期単純CT画像から心電図同期単純CT画像を深層学習で生成し、 冠動脈石灰化スコアの正確な算出を目指す。次に、非心電図同期造影CT画像から心疾患の診断が可能な冠動脈CT画像の生成を目指す。

    CiNii Research

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

    Grant number:18K15552  2018 - 2021

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Early-Career Scientists

    Kojima Tsukasa

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    Grant type:Scientific research funding

    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.

    CiNii Research

Educational Activities

  • 医学部保健学科放射線技術科学専攻の学部生を対象とした講義,実習・実験,卒業研究の指導を行う。

Class subject

  • 画像解剖学演習Ⅰ

    2025.4 - 2025.6   Spring quarter

  • 放射線機器学実験

    2025.4 - 2025.6   Spring quarter

  • 放射化学実験

    2025.6 - 2025.8   Summer quarter

  • 放射線技術科学入門Ⅰ

    2025.4 - 2025.9   First semester

  • 実践画像技術学

    2024.12 - 2025.2   Winter quarter

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Other educational activity and Special note

  • 2024  Class Teacher  クラス担任 学部

Activities contributing to policy formation, academic promotion, etc.

  • 2016.4 - 2018.3   福岡地区診療放射線技師会

    学術幹事