• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Real-time dose estimation for IR

Research Project

Project/Area Number 18K07646
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 52040:Radiological sciences-related
Research InstitutionTeikyo University

Principal Investigator

Kotoku Jun'ichi  帝京大学, 医療技術学部, 教授 (70450195)

Co-Investigator(Kenkyū-buntansha) 芳賀 昭弘  徳島大学, 大学院医歯薬学研究部(医学域), 教授 (30448021)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2019: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2018: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
KeywordsMixed Reality / モンテカルロシミュレーション / 線量計算 / リアルタイム / Virtual Reality / IVR / リアルタイムモンテカルロシミュレーション / 放射線被ばく / モンテカルロ線量計算 / 複合現実 / 仮想現実 / モンテカルロ / VR
Outline of Final Research Achievements

The purpose of this study is real-time dose estimation of exposure in interventional radiology (IVR). IVR is widely used for surgery on arteries, but the exposure dose of the surgeon and patients tend to be high, probably because humans cannot perceive radiation even though the dose is overwhelmingly more elevated. Therefore, we developed a prototype of a mixed reality dose visualization system for IVR that projects the patient's real-time exposure dose and air dose estimated using real-time Monte Carlo simulation technology through a head-mounted display in the operator's field of view.

Academic Significance and Societal Importance of the Research Achievements

IVRにおける被ばく線量は,術者の手技によって大きく異なる.しかしながら,放射線は元来人間に知覚できない故に,勘と経験に頼る面が大きく,結果として被ばく量が増大するという結果になっている.リアルタイムに線量を把握しながら,手技を進めることができるような装置を作ることができれば,IVRの被ばくを著しく低減することが可能になるだろう.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (52 results)

All 2021 2020 2019 2018 Other

All Journal Article (19 results) (of which Peer Reviewed: 15 results,  Open Access: 13 results) Presentation (28 results) (of which Int'l Joint Research: 6 results,  Invited: 9 results) Book (3 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Mixed Reality Visualization of Radiation Dose for Health Professionals and Patients in Interventional Radiology2021

    • Author(s)
      Takata Takeshi、Nakabayashi Susumu、Kondo Hiroshi、Yamamoto Masayoshi、Furui Shigeru、Shiraishi Kenshiro、Kobayashi Takenori、Oba Hiroshi、Okamoto Takahide、Kotoku Jun’ichi
    • Journal Title

      Journal of Medical Systems

      Volume: 45 Issue: 4

    • DOI

      10.1007/s10916-020-01700-9

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Deep Learning for Detection of Elevated Pulmonary Artery Wedge Pressure Using Standard Chest X-Ray2021

    • Author(s)
      Hirata Yukina、Kusunose Kenya、Tsuji Takumasa、Fujimori Kohei、Kotoku Jun’ichi、Sata Masataka
    • Journal Title

      Canadian Journal of Cardiology

      Volume: 37 Issue: 8 Pages: 1198

    • DOI

      10.1016/j.cjca.2021.02.007

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Information Mathematics for Machine Learning2020

    • Author(s)
      古徳 純一
    • Journal Title

      Japanese Journal of Medical Physics (Igakubutsuri)

      Volume: 40 Issue: 2 Pages: 55-60

    • DOI

      10.11323/jjmp.40.2_55

    • NAID

      130007866923

    • ISSN
      1345-5354, 2186-9634
    • Year and Date
      2020-06-30
    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Topological Data Analysis for Medical Images2020

    • Author(s)
      古徳 純一
    • Journal Title

      Medical Imaging Technology

      Volume: 38 Issue: 1 Pages: 27-32

    • DOI

      10.11409/mit.38.27

    • NAID

      130007796414

    • ISSN
      0288-450X, 2185-3193
    • Year and Date
      2020-01-25
    • Related Report
      2019 Research-status Report
  • [Journal Article] Causal relations of health indices inferred statistically using the DirectLiNGAM algorithm from big data of Osaka prefecture health checkups2020

    • Author(s)
      Kotoku Jun'ichi, Oyama Asuka, Kitazumi Kanako, Toki Hiroshi, Akihiro Haga, Yamamoto Ryohei, Shinzawa Maki, Yamakawa Miyae, Fukui Sakiko, Yamamoto Keiichi and Moriyama Toshiki
    • Journal Title

      PLOS ONE

      Volume: 15 Issue: 12 December Pages: e0243229-e0243229

    • DOI

      10.1371/journal.pone.0243229

    • NAID

      120007174424

    • URL

      https://pure.teikyo.jp/en/publications/e0bae841-c6d3-4af8-a45e-150ff8e46681

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Deep learning to predict elevated pulmonary artery pressure in patients with suspected pulmonary hypertension using standard chest X ray2020

    • Author(s)
      Kusunose Kenya、Hirata Yukina、Tsuji Takumasa、Kotoku Jun’ichi、Sata Masataka
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1

    • DOI

      10.1038/s41598-020-76359-w

    • NAID

      120006937532

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of color information on the diagnostic performance of glaucoma in deep learning using few fundus images2020

    • Author(s)
      Hirota Masakazu、Mizota Atsushi、Mimura Tatsuya、Hayashi Takao、Kotoku Junichi、Sawa Tomohiro、Inoue Kenji
    • Journal Title

      International Ophthalmology

      Volume: 40 Issue: 11 Pages: 3013

    • DOI

      10.1007/s10792-020-01485-3

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Calculating and estimating second cancer risk from breast radiotherapy using Monte Carlo code with internal body scatter for each out-of-field organ2020

    • Author(s)
      Takata Takeshi、Shiraishi Kenshiro、Kumagai Shinobu、Arai Norikazu、Kobayashi Takenori、Oba Hiroshi、Okamoto Takahide、Kotoku Jun’ichi
    • Journal Title

      Journal of Applied Clinical Medical Physics

      Volume: 21 Issue: 12 Pages: 62

    • DOI

      10.1002/acm2.13060

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] High-statistics image generation from sparse radiation images by four types of machine-learning models2020

    • Author(s)
      S. Sato, J. Kataoka, J. Kotoku, M. Taki, A. Oyama, L. Tagawa, K. Fujieda, F. Nishi
    • Journal Title

      Journal of Instrumentation

      Volume: 15 Issue: 10 Pages: P10026-P10026

    • DOI

      10.1088/1748-0221/15/10/p10026

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] First application of the super-resolution imaging technique using a Compton camera2020

    • Author(s)
      Sato,S.; Kataoka,J.; Kotoku,J.; Taki,M.; Oyama,A.; Tagawa,L.; Fujieda,K.; Nishi,F.; Toyoda,T.;
    • Journal Title

      NIM-A

      Volume: 969 Pages: 164034-164034

    • DOI

      10.1016/j.nima.2020.164034

    • Related Report
      2020 Annual Research Report 2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Immersive radiation experience for interventional radiology with virtual reality radiation dose visualization and fast Monte Carlo dose estimation for the visualization2020

    • Author(s)
      Takeshi Takata, Hiroshi Kondo, Masayoshi Yamamoto, Kenshiro Shiraishi, Takenori Kobayashi, Shigeru Furui, Takahide Okamoto, Hiroshi Oba, Jun’ichi Kotoku
    • Journal Title

      Interventional Radiology

      Volume: -

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Classification of optical coherence tomography images using a capsule network2020

    • Author(s)
      Tsuji Takumasa、Hirose Yuta、Fujimori Kohei、Hirose Takuya、Oyama Asuka、Saikawa Yusuke、Mimura Tatsuya、Shiraishi Kenshiro、Kobayashi Takenori、Mizota Atsushi、Kotoku Jun’ichi
    • Journal Title

      BMC Ophthalmology

      Volume: 20 Issue: 1 Pages: 114-114

    • DOI

      10.1186/s12886-020-01382-4

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] First experience of <sup>192</sup>Ir source stuck event during high-dose-rate brachytherapy in Japan2020

    • Author(s)
      Kumagai Shinobu、Arai Norikazu、Takata Takeshi、Kon Daisuke、Saitoh Toshiya、Oba Hiroshi、Furui Shigeru、Kotoku Jun’ichi、Shiraishi Kenshiro
    • Journal Title

      Journal of Contemporary Brachytherapy

      Volume: 12 Issue: 1 Pages: 53

    • DOI

      10.5114/jcb.2020.92401

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 特集 診断・放射線治療におけるAIの展開 画像診断でのAIの利用-カプセルネットワークとトポロジカルデータ解析2019

    • Author(s)
      古徳 純一、大山 飛鳥、才川 優輔、辻 拓将、三村 達哉、小林 毅範、白石 憲史郎、古井 滋、大場 洋
    • Journal Title

      臨床放射線

      Volume: 64 Issue: 8 Pages: 1021-1027

    • DOI

      10.18888/rp.0000000945

    • ISSN
      0009-9252
    • Year and Date
      2019-07-10
    • Related Report
      2019 Research-status Report
  • [Journal Article] 特集 胸部の最新画像情報2019 情報 トポロジカルデータ解析の医療応用2019

    • Author(s)
      古徳 純一
    • Journal Title

      臨床放射線

      Volume: 64 Issue: 1 Pages: 79-80

    • DOI

      10.18888/rp.0000000733

    • ISSN
      0009-9252
    • Year and Date
      2019-01-10
    • Related Report
      2018 Research-status Report
  • [Journal Article] Clear micelle gel dosimeter with nanoclay2019

    • Author(s)
      Hayashi K、Nemoto M、Takanashi T、Kang Y、Togo H、Kotoku J、Kobayashi T、Mihashi M、Hayashi S、Gotoh H
    • Journal Title

      Journal of Physics: Conference Series

      Volume: 1305 Issue: 1 Pages: 012040-012040

    • DOI

      10.1088/1742-6596/1305/1/012040

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hepatic tumor classification using texture and topology analysis of non-contrast-enhanced three-dimensional T1-weighted MR images with a radiomics approach2019

    • Author(s)
      Oyama Asuka、Hiraoka Yasuaki、Obayashi Ippei、Saikawa Yusuke、Furui Shigeru、Shiraishi Kenshiro、Kumagai Shinobu、Hayashi Tatsuya、Kotoku Jun’ichi
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 8764-8764

    • DOI

      10.1038/s41598-019-45283-z

    • URL

      https://localhost/en/publications/fb34bf69-3189-48d9-ba14-9fc90e04431e

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Denoising Projection Data with a Robust Adaptive Bilateral Filter in Low-Count SPECT2018

    • Author(s)
      Nakabayashi Susumu、Chikamatsu Takashi、Okamoto Takao、Kaminaga Tatsuro、Arai Norikazu、Kumagai Shinobu、Shiraishi Kenshiro、Okamoto Takahide、Kobayashi Takenori、Kotoku Jun’ichi
    • Journal Title

      International Journal of Medical Physics, Clinical Engineering and Radiation Oncology

      Volume: 07 Issue: 03 Pages: 363-375

    • DOI

      10.4236/ijmpcero.2018.73030

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Influence of Gd-EOB-DTPA on T1 dependence of the proton density fat fraction using magnetic resonance spectroscopy2018

    • Author(s)
      Hayashi Tatsuya、Fukuzawa Kei、Kondo Hiroshi、Onodera Hiroshi、Tojo Rie、Yano Shimpei、Miyati Tosiaki、Kotoku Jun’ichi、Okamoto Takahide、Toyoda Keiko、Oba Hiroshi
    • Journal Title

      Radiological Physics and Technology

      Volume: 11 Issue: 3 Pages: 338

    • DOI

      10.1007/s12194-018-0466-1

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Presentation] ディープラーニングに必要な数学2021

    • Author(s)
      古徳純一
    • Organizer
      第121回日本医学物理学会学術大会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Detecting pulmonary hypertension using chest x-ray image by convolutional neural network2021

    • Author(s)
      Takumasa Tsuji, Yukina Hirata, Kenya Kusunose, Masataka Sata, Jun’ichi Kotoku
    • Organizer
      第121回日本医学物理学会学術大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 放射線治療の因果探索2020

    • Author(s)
      古徳純一,白石憲史郎
    • Organizer
      日本放射線腫瘍学会第33回学術大会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Classification of Optical Coherence Tomography Images Using Deep Neural Networks2020

    • Author(s)
      J Kotoku*, T Tsuji, Y Hirose, K Fujimori, T Hirose, A Oyama, Y Saikawa, T Mimura, K Shiraishi, T Kobayashi, A Mizota
    • Organizer
      AAPM2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Monte Carlo Dose Calculation and Estimation of Second Cancer Risk by Internal Body Scatter for Out-of-field Organs from Breast Radiotherapy2020

    • Author(s)
      Takeshi Takata, Kenshiro Shiraishi, Shinobu Kumagai, Norikazu Arai, Takenori Kobayashi, Hiroshi Oba, Jun’ichi Kotoku
    • Organizer
      第119回日本医学物理学会学術大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 健康診断OCT画像のカスケーディングモデルを用いた自動スクリーニング2020

    • Author(s)
      藤森康平、辻拓将、古徳純一、広田雅和、上野真治、伊藤逸毅、竹山英夫、澤智博、三村達哉、 溝田淳
    • Organizer
      第124回日本眼科学総会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Monte Carlo dose calculation and estimation of second cancer risk by internal body scatter for out-of-field organs from breast radiotherapy2020

    • Author(s)
      Takeshi Takata, Kenshiro Shiraishi, Shinobu Kumagai, Norikazu Arai, Takenori Kobayashi, Hiroshi Oba, Jun’ichi Kotoku
    • Organizer
      第119回日本医学物理学会学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 健康診断OCT画像のカスケーディングモデルを用いた自動スクリーニング2020

    • Author(s)
      藤森康平、 辻拓将、古徳純一、広田雅和、上野真治、伊藤逸毅、竹山英夫、澤智博、三村達哉、溝田淳
    • Organizer
      第124回日本眼科学会総会
    • Related Report
      2019 Research-status Report
  • [Presentation] Real-time 3D dose visualization in interventional radiology using Mixed Reality technology2019

    • Author(s)
      高田剛志、中林奨、近藤浩史、山本真由、古井滋、白石憲史郎、小林毅範、大場洋、古徳純一
    • Organizer
      第118回日本医学物理学会学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Mixed reality for interventional radiology: an intuitive real-time radiation visualization system2019

    • Author(s)
      高田剛志、近藤浩史、山本真由、古井滋、小林毅範、白石憲史郎、大場洋、古徳純一
    • Organizer
      Cardiovascular and Interventional Radiological Society of Europe 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mixed Reality: Real-time 3D dose visualization for interventional radiology2019

    • Author(s)
      高田剛志、近藤浩史、山本真由、古井滋、白石憲史郎、小林毅範、大場洋、岡本孝英、古徳純一
    • Organizer
      第48回日本IVR学会総会
    • Related Report
      2019 Research-status Report
  • [Presentation] Differentiation of Brain Tumors by Characterization of Non-Contrast-Enhanced MR Images Using Topological Data Analysis2019

    • Author(s)
      J Kotoku, A Oyama , Y Hiraoka , I Obayashi , Y Saikawa , K Shiraishi , S Kumagai , A Haga ,S Furui , H Oba
    • Organizer
      AAPM2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 医療応用のための新しい人工知能技術の開発―カプセルネットワーク,トポロジカルデータ解析,因果推論―2019

    • Author(s)
      古徳純一
    • Organizer
      第8回JBMP放射線治療品質管理・医学物理講習会
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] トポロジカル医用画像解析2019

    • Author(s)
      古徳純一
    • Organizer
      三鷹ネットワーク大学 「東京女子大学寄付講座 数学はこんなに面白い!10 特別編」
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] 機械学習2019

    • Author(s)
      古徳純一
    • Organizer
      JSMP医学物理サマーセミナー2019
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] 数学からやってきた新しい特徴量 -トポロジカルデータ解析の基礎の基礎-2019

    • Author(s)
      古徳純一
    • Organizer
      レディオミクス研究会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] 画像診断でのAIの利用―カプセルネットワークとトポロジカルデータ解析―2019

    • Author(s)
      古徳純一
    • Organizer
      第32回高精度放射線外部照射部会学術大会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] 人工知能と放射線医学2019

    • Author(s)
      古徳純一
    • Organizer
      放射線科学とその応用第186委員会第30回研究会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Differentiation of brain tumors by characterization of non-contrast-enhanced MR images using persistent homology2019

    • Author(s)
      Asuka Oyama, Yasuaki Hiraoka, Ippei Obayashi, Hiroshi Oba, Kaoru Sumida, Shigeru Furui, Kenshiro Shiraishi, Yusuke Saikawa, Shinobu Kumagai and Jun’ichi Kotoku
    • Organizer
      第117回日本医学物理学会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Differentiation of high-grade glioma and brain metastases by using texture analysis on non-enhanced MR images2019

    • Author(s)
      Yusuke Saikawa, Kenshiro Shiraishi, Hiroshi Kondo, Hiroshi Oba, Shigeru Furui, Asuka Oyama, Shinobu Kumagai, Takenori Kobayashi and Jun'ichi Kotoku
    • Organizer
      第117回日本医学物理学会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Classification of Optical Coherence Tomography images by Capsule Network2019

    • Author(s)
      Takumasa Tsuji, Tatsuya Mimura, Atsushi Mizota, Yuta Hirose, Kohei Fujimori, Takuya Hirose, Kenshiro Shiraishi, Takenori Kobayashi and Jun’ichi Kotoku
    • Organizer
      第117回日本医学物理学会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Capsule Network を用いた OCTの AI 画像診断2019

    • Author(s)
      三村 達哉, 辻 拓将, 溝田 淳, 廣瀬 裕大, 藤森 康平, 弘瀬 拓矢, 白石 憲史郎, 小林 毅範, 古徳 純一
    • Organizer
      第123回日本眼科学会総会
    • Related Report
      2018 Research-status Report
  • [Presentation] 腫瘍を診る2018

    • Author(s)
      古徳純一
    • Organizer
      放射線治療談話会平成30年度談話会第2回目例会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Classification of hepatic tumor images using persistent homology2018

    • Author(s)
      J Kotoku, A Oyama , Y Hiraoka , I Obayashi , K Shiraishi , A Haga ,H Kondo, Y Saikawa , T Kobayashi , S Furui
    • Organizer
      AAPM2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Application of Virtual Reality Technology for Radioprotection in Interventional Radiology2018

    • Author(s)
      Takeshi Takata, Jun’ichi Kotoku, Hiroshi Kondo, Masayoshi Yamamoto, Kenshiro Shiraishi, Takenori Kobayashi, Takahide Okamoto, Hiroshi Oba, Shigeru Furui
    • Organizer
      The 47th Annual Meeting of the Japanese Society of Interventional Radiology & The 13th International Symposium of Interventional Radiology
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Real-time skin dose estimation for interventional radiology2018

    • Author(s)
      Susumu Nakabayashi, Takeshi Takata, Hiroshi Kondo, Masayoshi Yamamoto, Shigeru Furui, Kenshiro Shiraishi, Hideyuki Maejima, Takenori Kobayashi, and Jun’ichi Kotoku
    • Organizer
      第116回日本医学物理学会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] An Estimation of Operator Exposure Dose in IR using Monte Carlo Simulation2018

    • Author(s)
      Takeshi Takata, Yuta Ikeda, Hiroshi Kondo, Masayoshi Yamamoto, Shigeru Furui, Kenshiro Shiraishi, Takenori Kobayashi, Jun’ichi Kotoku
    • Organizer
      第116回日本医学物理学会学術大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Possible Risks of Interventional Radiology: An estimation from Monte Carlo Simulation2018

    • Author(s)
      Takeshi Takata, Hiroshi Kondo, Masayoshi Yamamoto, Shigeru Furui, Kenshiro Shiraishi, Takenori Kobayashi, Takahide Okamoto, Hiroshi Oba, Jun’ichi Kotoku
    • Organizer
      Cardiovascular and Interventional Radiological Society of Europe 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Book] 放射線治療AIと外科治療AI2020

    • Author(s)
      藤田 広志、有村 秀孝、諸岡 健一,古徳純一,白石憲史郎
    • Total Pages
      250
    • Publisher
      オーム社
    • ISBN
      9784274225475
    • Related Report
      2019 Research-status Report
  • [Book] 放射線計測学2020

    • Author(s)
      齋藤 秀敏、椎山 謙一、岩元 新一郎、古徳 純一、納冨 昭弘、鬼塚 昌彦、橘 昌幸、眞正 浄光、千田 浩一
    • Total Pages
      264
    • Publisher
      共立出版
    • ISBN
      9784320061903
    • Related Report
      2019 Research-status Report
  • [Book] 放射線治療情報BOOK 20182018

    • Author(s)
      古徳純一ほか
    • Total Pages
      80
    • Publisher
      メディカルアイ
    • ISBN
      486291182X
    • Related Report
      2018 Research-status Report
  • [Remarks] 帝京大学医学物理グループホームページ

    • URL

      http://square.umin.ac.jp/teikyo-mp/index.html

    • Related Report
      2020 Annual Research Report 2019 Research-status Report 2018 Research-status Report
  • [Patent(Industrial Property Rights)] 特許権2020

    • Inventor(s)
      古徳純一,高田剛志
    • Industrial Property Rights Holder
      古徳純一,高田剛志
    • Industrial Property Rights Type
      特許
    • Filing Date
      2020
    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2022-01-27  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi