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Development of multi-energy CT reconstruction algorithm for material decomposition

Research Project

Project/Area Number 15K08691
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Medical Physics and Radiological Technology
Research InstitutionThe University of Tokushima (2017)
The University of Tokyo (2015-2016)

Principal Investigator

HAGA Akihiro  徳島大学, 大学院医歯薬学研究部(医学系), 教授 (30448021)

Co-Investigator(Kenkyū-buntansha) 古徳 純一  帝京大学, 医療技術学部, 教授 (70450195)
中川 恵一  東京大学, 医学部附属病院, 准教授 (80188896)
今江 禄一  東京大学, 医学部附属病院, 診療放射線技師 (80420222)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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医学物理学 / 物質同定 / 逐次近似再構成 / ビームハードニング / 事後分布最大化 / 光電効果 / Hartree-Fock / Dual energy CT / 放射線物理学 / Hatree-Fock
Outline of Final Research Achievements

The purpose of this study is to newly develop a multi-energy CT reconstruction algorithm for material decomposition based on the photon-material cross section and X-ray energy spectrum. We developed a high-precision photon cross section program and material decomposition using maximum a posteriori algorithm with a standard material distribution as a prior information. The difference between the input material data in virtual phantoms and the corresponding reconstructed material distribution was quite small; The densities of carbon, nitrogen, and oxygen which are the dominant materials for human anatomies were able to be reconstructed within an error of 20 percents.

Report

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

    (64 results)

All 2018 2017 2016 2015 Other

All Journal Article (15 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 14 results,  Open Access: 12 results) Presentation (41 results) (of which Int'l Joint Research: 24 results,  Invited: 5 results) Book (2 results) Remarks (4 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] A Half-Arc Multiple Deep-Inspiration Breath-Hold Volumetric Modulated Arc Therapy for a Lung Tumor with 10 MV Flattening-Filter-Free Beams and an Image Sensor Measuring a Distance Map to Thorax Surface: An Initial Clinical Experience2017

    • Author(s)
      Keiichi Nakagawa, Kanabu Nawa, Masatoshi Hashimoto, Shuri Aoki, Yoshihiro Kaneko, Hideomi Yamashita, Akihiro Haga
    • Journal Title

      International Journal of Medical Physics, Clinical Engineering and Radiation Oncology

      Volume: 6 Issue: 01 Pages: 31-35

    • DOI

      10.4236/ijmpcero.2017.61004

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of a commercial automatic treatment planning system for prostate cancers2017

    • Author(s)
      Nawa K, Haga A, Nomoto A, Sarmiento R, Norton I, Shiraishi K, Yamashita H, Nakagawa K.
    • Journal Title

      Medical Dosimetry

      Volume: 42 Issue: 3 Pages: 203

    • DOI

      10.1016/j.meddos.2017.03.004

    • URL

      https://pure.teikyo.jp/en/publications/78d395f4-4ab6-45ef-86e3-dbf859e4133d

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Cone-beam CT reconstruction for non-periodic organ motion using time-ordered chain graph model2017

    • Author(s)
      Nakano Masahiro、Haga Akihiro、Kotoku Jun’ichi、Magome Taiki、Masutani Yoshitaka、Hanaoka Shouhei、Kida Satoshi、Nakagawa Keiichi
    • Journal Title

      Radiation Oncology

      Volume: 12 Issue: 1 Pages: 1-14

    • DOI

      10.1186/s13014-017-0879-8

    • NAID

      120006939632

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effective atomic number estimation using kV-MV dual-energy source in LINAC2017

    • Author(s)
      Sakata Dousatsu、Haga Akihiro、Kida Satoshi、Imae Toshikazu、Takenaka Shigeharu、Nakagawa Keiichi
    • Journal Title

      Physica Medica

      Volume: 39 Pages: 9-15

    • DOI

      10.1016/j.ejmp.2017.06.010

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of early stage non-small cell lung cancers on computed tomographic images into histological types using radiomic features: interobserver delineation variability analysis2017

    • Author(s)
      Haga Akihiro、Takahashi Wataru、Aoki Shuri、Nawa Kanabu、Yamashita Hideomi、Abe Osamu、Nakagawa Keiichi
    • Journal Title

      Radiological Physics and Technology

      Volume: 11 Issue: 1 Pages: 27-35

    • DOI

      10.1007/s12194-017-0433-2

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of functional marrow irradiation based on skeletal marrow composition obtained using dual-energy CT2016

    • Author(s)
      Taiki Magome, Jerry Froelich, Yutaka Takahashi, Luke Arentsen, Shernan Holtan, Keenan Brown, Akihiro Haga, Keiichi Nakagawa, Jennifer Holter, Sebastian Giebel, Jeffrey Wong, Kathryn Dusenbery, Guy Storme, Susanta Hui
    • Journal Title

      International Journal of Radiation Oncology, Biology, Physics

      Volume: 96 Issue: 3 Pages: 679-687

    • DOI

      10.1016/j.ijrobp.2016.06.2459

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A rapid imaging method for total body or marrow irradiation in helical tomotherapy2016

    • Author(s)
      Taiki Magome, Akihiro Haga, Yutaka Takahashi, Keiichi Nakagawa, Kathryn Dusenbery, Susanta Hui
    • Journal Title

      International Journal of Radiation Oncology, Biology, Physics

      Volume: 96 Issue: 3 Pages: 688-695

    • DOI

      10.1016/j.ijrobp.2016.06.2458

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Adequate target volume in total body irradiation by intensity-modulated radiation therapy using helical tomotherapy: a simulation study2016

    • Author(s)
      Ryosuke Takenaka, Akihiro Haga, Hideomi Yamashita, Keiichi Nakagawa
    • Journal Title

      Journal of Radiation Research

      Volume: 58 Issue: 2 Pages: 1-7

    • DOI

      10.1093/jrr/rrw115

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] VMATとその有用性:臨床応用の観点から2016

    • Author(s)
      芳賀昭弘
    • Journal Title

      医学物理

      Volume: 36 Pages: 161-165

    • Related Report
      2016 Research-status Report
  • [Journal Article] Evaluation of a Post-analysis Method for Cumulative Dose Distribution in Stereotactic Body Radiotherapy2016

    • Author(s)
      今江 禄一, 芳賀 昭弘, 早乙女 直也, 木田 智士, 中野 正寛, 竹中 重治, 竹内 幸浩, 白木 尚, 矢野 敬一, 山下 英臣, 中川 恵一, 大友 邦
    • Journal Title

      Japanese Journal of Radiological Technology

      Volume: 72 Issue: 3 Pages: 251-260

    • DOI

      10.6009/jjrt.2016_JSRT_72.3.251

    • NAID

      130005137459

    • ISSN
      0369-4305, 1881-4883
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Efficacy and feasibility of ambulatory treatment-based monthly nedaplatin plus S-1 in definitive or salvage concurrent chemoradiotherapy for early, advanced, and relapsed esophageal cancer2016

    • Author(s)
      Hideomi Yamashita, Akihiro Haga, Ryousuke Takenaka, Tomoki Kiritoshi, Kae Okuma, Kuni Ohtomo and Keiichi Nakagawa
    • Journal Title

      Radiation Oncology

      Volume: 11 Issue: 1 Pages: 1-9

    • DOI

      10.1186/s13014-016-0587-9

    • NAID

      120006939631

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dynamic Image Prediction Using Principal Component and Multi-Channel Singular Spectral Analysis: A Feasibility Study2015

    • Author(s)
      Ritu Bhusal Chhatkuli, Kazuyuki Demachi, Naoki Miyamoto, Mitsuru Uesaka, Akihiro Haga
    • Journal Title

      Open Journal of Medical Imaging

      Volume: 5 Issue: 03 Pages: 133-140

    • DOI

      10.4236/ojmi.2015.53017

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Analysis of motion of the rectum and bladder during preoperative intensity modulated radiation therapy for rectal cancer using cone-beam computed tomography2015

    • Author(s)
      Hideomi Yamashita, Ryousuke Takenaka, Akira Sakumi, Akihiro Haga, Kuni Otomo and Keiichi Nakagawa
    • Journal Title

      Radiation Oncology

      Volume: 10 Issue: 1 Pages: 1-7

    • DOI

      10.1186/s13014-014-0311-6

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Patterns of Recurrence in Malignant Glioma Patients: Association with Subventricular Zone and Radiotherapy Dose2015

    • Author(s)
      Hiroshi Igaki, Taiki Magome, Madoka Sakuramachi, Akihiro Nomoto, Akira Sakumi, Mayuka Kitaguchi, Akihiro Haga, Jun Itami, Keiichi Nakagawa
    • Journal Title

      Jacobs Journal of Radiation Oncology

      Volume: 2 Pages: 1-7

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Improvement of Kilo-voltage Cone Beam CT Image Quality with Iterative Optimized Scatter Correction Algorithm2015

    • Author(s)
      木田智士, 増谷佳孝, 中野正寛, 今江禄一, 中川恵一, 芳賀昭弘
    • Journal Title

      Medical Imaging Technology

      Volume: 33 Issue: 3 Pages: 133-141

    • DOI

      10.11409/mit.33.133

    • NAID

      130005072699

    • ISSN
      0288-450X, 2185-3193
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Imaging Database and Radiomics2018

    • Author(s)
      Akihiro Haga
    • Organizer
      International workshop on biological effects of radiation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ログファイルによる 体内線量分布の推定2018

    • Author(s)
      芳賀昭弘
    • Organizer
      第31回高精度外部放射線治療学会シンポジウム, 大阪
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Automatic Chest X-Ray Screening with Convolutional Neural Networks2017

    • Author(s)
      Jun'ichi Kotoku, Takuya Hirose, Shinobu Kumagai, Akari Matsushima, Kenshiro Shiraishi, Norikazu Arai, Akihiro Haga and Takenori Kobayashi
    • Organizer
      The 59th Annual Meeting of AAPM, Denver
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimizing B-Spline Deformable Image Registration Between Planning CT and Cone-Beam CT in Head and Neck Cancer Patients2017

    • Author(s)
      Masahiro Nakano, Roel Kierkels, Shouhei Hanaoka, Erik Korevaar, Toshikazu Imae, Akihiro Haga and Nanna Sijtsema
    • Organizer
      The 59th Annual Meeting of AAPM, Denver
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Material Decomposition with Prior Information Compressive Sensing2017

    • Author(s)
      Akihiro Haga, Dousatsu Sakata, Jun'ichi Kotoku, Taiki Magome, Toshikazu Imae, Kanabu Nawa and Keiichi Nakagawa
    • Organizer
      The 59th Annual Meeting of AAPM, Denver
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dose Reconstruction for Prostate SBRT by Use of Cone-Beam CT and a Log File During FFF-VMAT Delivery2017

    • Author(s)
      T Imae, A Haga, Y Watanabe, S Takenaka, K Nawa, W Takahashi, H Yamashita, Y Takeuchi, K Yano, K Nakagawa, O Abe
    • Organizer
      The 59th Annual Meeting of AAPM, Denver
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CT-based Radiomics Histology Analysis of Stereotactic Ablative Radiotherapy Patients with Early-Stage Non-Small-Cell Lung Cancer2017

    • Author(s)
      W. Takahashi, S. Aoki, H. Yamashita, M. Ogita, K. Nakagawa and Akihiro Haga
    • Organizer
      ASTRO 2017, San Diego
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Radiomics predictability of early-stage non-small cell lung cancer histology: interobserver delineation analysis2017

    • Author(s)
      Akihiro Haga, Wataru Takahashi, Shuri Aoki, Kanabu Nawa, Hideomi Yamashita, Osamu Abe and Keiichi Nakagawa
    • Organizer
      8th Japan-Korea Joint Meeting on Medical Physic, Osaka
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Introduction to Medical Physics in Japan2017

    • Author(s)
      Akihiro Haga
    • Organizer
      Workshop in Medical Physics, Beijing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A feasibility study for analyzing abnormal motion using relative cross correlation in tracking moving tumors in radiation therapy2017

    • Author(s)
      C. Ritu, 出町 和之, 上坂 充 and Akihiro Haga
    • Organizer
      第113回日本医学物理学会, 横浜
    • Related Report
      2017 Annual Research Report
  • [Presentation] 画像誘導放射線治療の先端技術:治療中に撮像されたコーンビームCT の利用2017

    • Author(s)
      芳賀昭弘
    • Organizer
      第36回日本医用画像工学会大会, 岐阜
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Flattening Filter Free VMATを用いた前立腺癌に対する体幹部定位放射線治療中の線量分布の再構成2017

    • Author(s)
      今江禄一,渡邉雄一,芳賀昭弘,高橋渉,山下英臣,竹内幸浩,矢野 敬一
    • Organizer
      第45回日本放射線技術学会秋季学術大会, 広島
    • Related Report
      2017 Annual Research Report
  • [Presentation] Evaluation of a commercial automatic treatment planning system for prostate cancers and its prospect2016

    • Author(s)
      名和要武、芳賀昭弘、野元昭弘、他3名
    • Organizer
      日本放射線腫瘍学会第29回学術大会
    • Place of Presentation
      京都
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] The initial experience of FFF VMAT-SBRT in Tokyo University2016

    • Author(s)
      青木秀梨、山下英臣、芳賀昭弘、中川恵一
    • Organizer
      日本放射線腫瘍学会第29回学術大会
    • Place of Presentation
      京都
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Intra-therapiutic MVCT reconstruction of Helical Tomotherapy using PICCS algorighm2016

    • Author(s)
      竹中亮介、芳賀昭弘、山下英臣、他2名
    • Organizer
      日本放射線腫瘍学会第29回学術大会
    • Place of Presentation
      京都
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Planning constraint cone-beam CT reconstruction; - feasibility study -2016

    • Author(s)
      芳賀昭弘、馬込大貴、中野正寛、他4名
    • Organizer
      第112回日本医学物理学会
    • Place of Presentation
      沖縄
    • Year and Date
      2016-09-08
    • Related Report
      2016 Research-status Report
  • [Presentation] Field-Of-View Expansion in Cone-Beam CT Reconstruction by Use of Prior Information2016

    • Author(s)
      A Haga, T Magome, M Nakano, J Kotoku, K Nakagawa
    • Organizer
      Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Washington, D.C.
    • Year and Date
      2016-07-31
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Fast Megavoltage CT Imaging with Rapid Scan Time and Low Imaging Dose in Helical Tomotherapy2016

    • Author(s)
      Taiki Magome, Akihiro Haga, Yutaka Takahashi, Keiichi Nakagawa, Kathryn Dusenbery, Susanta Hui
    • Organizer
      Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Washington, D.C.
    • Year and Date
      2016-07-31
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Anomaly Detection of Respiratory Motion by Use of Singular Spectrum Analysis2016

    • Author(s)
      Jun'ichi Kotoku, Shinobu Kumagai, Susumu Nakabayashi, Akihiro Haga, Takenori Kobayashi
    • Organizer
      Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Washington, D.C.
    • Year and Date
      2016-07-31
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Four-Dimensional Cone-Beam CT Iterative Reconstruction with Time-Ordered Chain Graph Model for Non-Periodic Organ Motion and Deformation2016

    • Author(s)
      Masahiro Nakano, Akihiro Haga, Jun'ichi Kotoku, Taiki Magome, Yoshitaka Masutani, Shouhei Hanaoka, Keiichi Nakagawa
    • Organizer
      Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Washington, D.C.
    • Year and Date
      2016-07-31
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Theoretical consideration of material decomposition with prior information compressed sensing2016

    • Author(s)
      芳賀昭弘、坂田洞察、馬込大貴、古徳純一、中野正寛、名和要武、堀川弥太郎、中川恵一
    • Organizer
      第111回日本医学物理学会
    • Place of Presentation
      横浜
    • Year and Date
      2016-04-14
    • Related Report
      2016 Research-status Report
  • [Presentation] Phase recognition system for tracking tumor using pre-4D CBCT in FFF mode: A makerlss study2016

    • Author(s)
      チャタクリ・リツ、出町和之、上坂充、芳賀昭弘
    • Organizer
      第111回日本医学物理学会
    • Place of Presentation
      横浜
    • Year and Date
      2016-04-14
    • Related Report
      2016 Research-status Report
  • [Presentation] Reconstruction of megavoltage computed tomography with rapid scan time and extended field of view2016

    • Author(s)
      馬込大貴、芳賀昭弘、高橋豊、他5名
    • Organizer
      第111回日本医学物理学会
    • Place of Presentation
      横浜
    • Year and Date
      2016-04-14
    • Related Report
      2016 Research-status Report
  • [Presentation] Clinical results of total skin irradiation for T-cell lymphoma using helical TomoTherapy : a reports of three cases2016

    • Author(s)
      大熊加恵、芳賀昭弘、江原幸康、他4名
    • Organizer
      第75回日本医学放射線学会総会
    • Place of Presentation
      横浜
    • Year and Date
      2016-04-14
    • Related Report
      2016 Research-status Report
  • [Presentation] 放射線治療の頭脳治療-計画装置- 本質的理解とモデリング2016

    • Author(s)
      芳賀昭弘
    • Organizer
      第13回新潟放射線治療技術懇話会
    • Place of Presentation
      新潟
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] What is an adequate target volume in IMRT for total body irradiation?2015

    • Author(s)
      竹中亮介, 芳賀昭弘, 山下英臣, 中川恵一
    • Organizer
      日本放射線腫瘍学会第28回学術大会
    • Place of Presentation
      前橋商工会議所会館(群馬・前橋)
    • Year and Date
      2015-11-19
    • Related Report
      2015 Research-status Report
  • [Presentation] Measurement and Calculation of Doses Outside the Treatment Volume from Gamma Knife Radiosurgery2015

    • Author(s)
      Daisuke Kon, Masahiro Nakano, Kanabu Nawa, Akihiro Haga and Keiichi Nakagawa
    • Organizer
      YITP International Workshop: Biological & Medical Science based on Physics
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Survival time prediction after radiotherapy for high-grade glioma patients based on machine learning technique2015

    • Author(s)
      Magome Taiki, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya
    • Organizer
      YITP International Workshop: Biological & Medical Science based on Physics
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Markerless tumor tracking for moving tumors using pre4DCBCT for image guided radiation therapy2015

    • Author(s)
      Ritu Bhusal Chhatkuli, Kazuyuki Demachi, Mitsuru Uesaka and Akihiro Haga
    • Organizer
      YITP International Workshop: Biological & Medical Science based on Physics
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimation of Effective Chage and Electron Density Distribution by Dual Energy CT Reconstruction2015

    • Author(s)
      Dousatsu Sakata, Akihiro Haga, Satoshi Kida, Toshikazu Image and Keiichi Nakagawa
    • Organizer
      IEEE Nuclear Science Symposium and Medical Imaging Conference
    • Place of Presentation
      San dieg (USA)
    • Year and Date
      2015-10-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Investigation of Factors Contributing to Extracranial Radiation Doses From Leksell Gamma Knife2015

    • Author(s)
      Daisuke Kon, Masahiro Nakano, Kanabu Nawa, Akihiro Haga and Keiichi Nakagawa
    • Organizer
      57th Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Anaheim (USA)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Prediction of Respiratory motion using State Space Models2015

    • Author(s)
      J Kotoku, S Kumagai, A Haga, S Nakabayashi, N Arai, T Kobayashi
    • Organizer
      57th Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Anaheim (USA)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Photoelectric Cross Section Revisited2015

    • Author(s)
      A Haga, J Kotoku , Y Horikawa , K Nakagawa
    • Organizer
      57th Annual meeting of American Association of Physicist in Medicine
    • Place of Presentation
      Anaheim (USA)
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Dual energy CT reconstruction using LINAC2015

    • Author(s)
      Akihiro Haga
    • Organizer
      JSPS Core-to-Core Program Pre-AAPM Scientific Symposium
    • Place of Presentation
      Anaheim (USA)
    • Year and Date
      2015-07-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 4DCBCT based phase recognition for tracking moving tumors in image guided radiation therapy2015

    • Author(s)
      Ritu Bhusal Chhatkuli, Kazuyuki Demachi, Mitsuru Uesaka and Akihiro Haga
    • Organizer
      International Conference on Radiation Research 2015
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Investigation of factors contributing to extracranial doses for Leksell Gamma Knife2015

    • Author(s)
      Daisuke Kon, Akihiro Haga and Keiichi Nakagawa
    • Organizer
      International Conference on Radiation Research 2015
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimation of Effective Atomic Number and Electron Density by Dual-Energy CT Reconstruction2015

    • Author(s)
      Dousatsu Sakata, Akihiro Haga, Satoshi Kida, Toshikazu Imae,Shigeharu Takenakam, Yoshitaka Masutani, Keiichi Nakagawa
    • Organizer
      International Conference on Radiation Research 2015
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Time-Ordered Four Dimensional Cone-Beam CT Reconstruction for Pelvic Region2015

    • Author(s)
      M Nakano, S Kida , Y Masutani , T Imae, K Yamamoto , K Shiraishi , K Nakagawa , A Haga
    • Organizer
      International Conference on Radiation Research 2015
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Visualization of the treatment area in helical tomotherapy system2015

    • Author(s)
      芳賀昭弘, 中川恵一 C. Maurer, et. al.
    • Organizer
      第109回日本医学物理学会
    • Place of Presentation
      パシフィコ横浜(神奈川県・横浜)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Research-status Report
  • [Presentation] A real time prediction and phase recognition of moving tumors based on pre-4DCBCT in radiation therapy2015

    • Author(s)
      C. Ritu, 出町一之, 上坂充, 芳賀昭弘
    • Organizer
      第109回日本医学物理学会
    • Place of Presentation
      パシフィコ横浜(神奈川県・横浜)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Research-status Report
  • [Presentation] 非剛体レジストレーションを用いた肺定位放射線治療中の線量分布2015

    • Author(s)
      今江禄一, 芳賀昭弘, 竹中重治, et. al.
    • Organizer
      日本放射線技術学会第71回総会学術大会
    • Place of Presentation
      パシフィコ横浜(神奈川県・横浜)
    • Year and Date
      2015-04-16
    • Related Report
      2015 Research-status Report
  • [Book] Image-Based Computer-Assisted Radiation Therapy: Chapter 9: x-ray based patient positioning2017

    • Author(s)
      Akihiro Haga
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report
  • [Book] Stereotactic Body Radiation Therapy Chapter 18: Others: Four-dimensional Cone-Beam CT during SBRT2015

    • Author(s)
      Haga A. Kida S. Saotome N. Yamashita H. Masutani Y. and Nakagawa K
    • Total Pages
      254
    • Publisher
      Springer
    • Related Report
      2015 Research-status Report
  • [Remarks] 徳島大学/教育研究者総覧---芳賀昭弘

    • URL

      http://pub2.db.tokushima-u.ac.jp/ERD/person/334008/work-ja.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] Haga's Laboratory

    • URL

      https://physicistinmedicine.wixsite.com/research

    • Related Report
      2017 Annual Research Report
  • [Remarks] ようこそ東大病院放射線治療部門へ

    • URL

      http://www.u-tokyo-rad.jp/

    • Related Report
      2016 Research-status Report
  • [Remarks] 東京大学医学部附属病院放射線治療部門研究業績

    • URL

      http://www.u-tokyo-rad.jp/works/index.html

    • Related Report
      2015 Research-status Report
  • [Patent(Industrial Property Rights)] 事前画像を用いた放射線治療中の異常検知システム2016

    • Inventor(s)
      芳賀昭弘、名和要武、中川恵一、チャタクリ・リトゥ・ブーサル
    • Industrial Property Rights Holder
      芳賀昭弘、名和要武、中川恵一、チャタクリ・リトゥ・ブーサル
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2016-088501
    • Filing Date
      2016-04-26
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] 画像処理装置および画像処理方法2015

    • Inventor(s)
      芳賀昭弘, 馬込大貴, 中川恵一
    • Industrial Property Rights Holder
      芳賀昭弘, 馬込大貴, 中川恵一
    • Industrial Property Rights Type
      特許
    • Filing Date
      2015-12-17
    • Related Report
      2015 Research-status Report

URL: 

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

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