Nakajima Yujiro 中島祐二朗

Researcher Number	20799530
Other IDs	https://orcid.org/0000-0001-9317-6299
Affiliation (Current)	2025: 駒澤大学, 医療健康科学部, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2024: 駒澤大学, 医療健康科学部, 講師 2020: 東京都立駒込病院(臨床研究室), 放射線診療科(治療部), 技師
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related Except Principal Investigator Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator 医学物理 / 放射線治療 / 深層学習 / 人口知能 / 乳がん / 定位放射線治療 / 転移性脊椎腫瘍 / radiomics / 機械学習 / 画像特徴量解析 / 脊椎SBRT … More Except Principal Investigator … More 放射線治療 / オーダーメイド / 強度変調放射線治療 / 局所進行非小細胞肺癌 / 肺機能画像 Less

深層学習を用いた乳がん術後放射線治療の深吸気息止め照射の有用性予測システムの開発Principal Investigator
- Principal Investigator
  
  中島祐二朗
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Komazawa University
Development of treatment response prediction system for bone stereotactic body radiotherapy using image feature analysisPrincipal Investigator
- Principal Investigator
  
  Nakajima Yujiro
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Komazawa University
Maide-to-order radiation therapy using functional imaging for locally advanced non-small cell lung cancer
- Principal Investigator
  
  Kimura Tomoki
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kochi University

All 2024 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] Radiation pneumonitis prediction model with integrating multiple dose-function features on 4DCT ventilation images2023
- Author(s)
  Yoshiyuki Katsuta et al.
- Journal Title
  
  Physica Medica
  
  Volume: 105 Pages: 102505-102505
- DOI
  10.1016/j.ejmp.2022.11.009
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K16815, KAKENHI-PROJECT-20H03624
[Journal Article] Incidence and Prognostic Factors of Painful Vertebral Compression Fracture Caused by Spine Stereotactic Body Radiotherapy2023
- Author(s)
  Ito Kei、Taguchi Kentaro、Nakajima Yujiro、Ogawa Hiroaki、Sugita Shurei、Murofushi Keiko Nemoto
- Journal Title
  
  Journal of Clinical Medicine
  
  Volume: 12 Issue: 11 Pages: 3853-3853
- DOI
  10.3390/jcm12113853
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15775
[Journal Article] Risk of radiculopathy caused by second course of spine stereotactic body radiotherapy2022
- Author(s)
  Ito Kei、Nakajima Yujiro、Ogawa Hiroaki、Taguchi Kentaro、Sugita Shurei
- Journal Title
  
  Japanese Journal of Clinical Oncology
  
  Volume: X Issue: 8 Pages: 1-6
- DOI
  10.1093/jjco/hyac070
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15775
[Journal Article] Stereotactic body radiotherapy for spinal oligometastases: a review on patient selection and the optimal methodology2022
- Author(s)
  Ito Kei、Nakajima Yujiro、Ikuta Syuzo
- Journal Title
  
  Japanese Journal of Radiology
  
  Volume: 40 Issue: 10 Pages: 1017-1023
- DOI
  10.1007/s11604-022-01277-y
- Data Source
  KAKENHI-PROJECT-21K15775
[Journal Article] Phase 2 Clinical Trial of Separation Surgery Followed by Stereotactic Body Radiation Therapy for Metastatic Epidural Spinal Cord Compression2022
- Author(s)
  Ito Kei、Sugita Shurei、Nakajima Yujiro、Furuya Tomohisa、Hiroaki Ogawa、Hayakawa Sara、Hozumi Takahiro、Saito Makoto、Karasawa Katsuyuki
- Journal Title
  
  International Journal of Radiation Oncology*Biology*Physics
  
  Volume: 112 Issue: 1 Pages: 106-113
- DOI
  10.1016/j.ijrobp.2021.07.1690
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15775
[Journal Article] Quality Assurance of Bone SBRT2021
- Author(s)
  中島祐二朗、伊藤慶
- Journal Title
  
  Japanese Journal of Medical Physics (Igakubutsuri)
  
  Volume: 41 Issue: 1 Pages: 22-26
- DOI
  10.11323/jjmp.41.1_22
- NAID
  130008024738
- ISSN
  1345-5354, 2186-9634
- Year and Date
  2021-03-31
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K15775
[Journal Article] 特集定位放射線治療のTopics 脊椎SBRT:エビデンスと方法論2021
- Author(s)
  伊藤慶、中島祐二朗
- Journal Title
  
  臨床放射線
  
  Volume: 66 Issue: 6 Pages: 555-566
- DOI
  10.18888/rp.0000001624
- ISSN
  0009-9252
- Year and Date
  2021-06-10
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K15775
[Journal Article] Variations between dose-ventilation and dose-perfusion metrics in radiotherapy planning for lung cancer2020
- Author(s)
  Yujiro Nakajima, Noriyuki Kadoya,Tomoki Kimura, Kazunari Hioki, Keiichi Jingu,Tokihiro Yamamoto
- Journal Title
  
  Advances in Radiation Oncology
  
  Volume: - Issue: 3 Pages: 459-465
- DOI
  10.1016/j.adro.2020.03.002
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10478, KAKENHI-PROJECT-16H05389, KAKENHI-PROJECT-20H03624
[Presentation] Investigate Knowledge-Based Planning Models Using the Cross-Validation Method for Stereotactic Body Radiation Therapy for Spinal Metastases2024
- Author(s)
  Tsurumaki F, Nakajima Y, Ito K, Ide S, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  AAPM 66th Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 転移性脊椎腫瘍への定位放射線治療における画像特徴量解析を用いた脊椎圧迫骨折および局所制御の予測モデルの作成2024
- Author(s)
  井出翔真, 中島祐二朗, 伊藤慶, 田口健太郎, 鶴巻郁也, 須田雄飛, 阿部幸太, 木藤哲史, 室伏景子, 藤田幸男
- Organizer
  第37回高精度放射線外部照射部会学術大会
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] Prediction of Vertebral Compression Fracture after Stereotactic Body Radiotherapy for Spinal Metastases Using Radiomics, Dosiomics, and Deep Learning Model2024
- Author(s)
  Ide S, Nakajima Y, Ito K, Kajikawa T, Taguchi K, Tsurumaki F, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  AAPM 66th Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 画像特徴量解析を用いた転移性骨腫瘍に対する定位放射線治療後の椎体圧迫骨折の予測2024
- Author(s)
  井出翔真, 中島祐二朗, 伊藤慶, 田口健太郎, 鶴巻郁也, 須田雄飛, 木藤哲史, 室伏景子, 藤田幸男
- Organizer
  第127回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] Radiomic and Dosiomic Modeling to Predict Vertebral Compression Fractures after Stereotactic Body Radiation Therapy for Spinal Metastases2023
- Author(s)
  Ide S, Nakajima Y, Ito K, Taguchi K, Tsurumaki F, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  AAPM 65th Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 脊椎SBRTにおける最適なGTV最小線量の予測パラメータに関する検討2023
- Author(s)
  鶴巻郁也, 中島祐二朗, 伊藤慶, 井出翔真, 須田雄飛, 木藤哲史, 喜久村力, 深水良哉, 室伏景子, 萬篤憲, 藤田幸男
- Organizer
  日本放射線腫瘍学会第36回学術大会
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] Prediction of vertebral compression fracture after stereotactic body radiation therapy for spinal metastases using radiomic and dosiomic features2023
- Author(s)
  Ide S, Nakajima Y, Ito K, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  第125回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 骨SBRTに必要な知と技～医学物理学的観点から～2023
- Author(s)
  中島祐二朗
- Organizer
  日本放射線腫瘍学会第36回高精度放射線外部照射部会学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] Radiomic, dosiomic and clinical features modeling to predict vertebral compression fractures after stereotactic body radiotherapy for spinal metastases2023
- Author(s)
  Ide S, Nakajima Y, Ito K, Taguchi K, Tsurumaki F, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  第126回日本医学物理学会学術大会
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 転移性脊椎腫瘍の体幹部定位放射線治療：治療計画の実演2023
- Author(s)
  中島祐二朗
- Organizer
  日本医学物理士会治療計画セミナー②「計画者が教える定位放射線治療の最新動向」
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 定位照射治療計画Update2023
- Author(s)
  中島祐二朗
- Organizer
  日本放射線技術学会東京支部第147回東京支部セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] Radiomic, Dosiomic and Clinical Features Modeling to Predict Local Failure After Stereotactic Body Radiotherapy for Spinal Metastases2023
- Author(s)
  Ide S, Nakajima Y, Ito K, Taguchi K, Tsurumaki F, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  ICRP 2023
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] Radiomic and dosiomics modeling to predict local failure after spine stereotactic body radiotherapy2023
- Author(s)
  Ide S, Nakajima Y, Ito K, Taguchi K, Tsurumaki F, Suda Y, Kito S, Murofushi K, Fujita Y
- Organizer
  日本放射線腫瘍学会第36回学術大会
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 脊椎SBRT：技術編～イメージの具現化～2022
- Author(s)
  中島祐二朗
- Organizer
  日本放射線腫瘍学会第23回放射線腫瘍学夏季セミナー（領域講習）
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 脊椎SBRTワークショップ2022
- Author(s)
  中島祐二朗
- Organizer
  Varian SBRT PRACTICE for Spine Metastasis in Komazawa
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 脊椎SBRTワークショップ2022
- Author(s)
  中島祐二朗
- Organizer
  Varian SBRT PRACTICE in TOHOKU
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] IMRTで変わる脊椎・非脊椎骨照射2022
- Author(s)
  中島祐二朗
- Organizer
  臨床医学物理研究会第63回臨床医学物理研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775
[Presentation] 脊椎SBRTワークショップ2022
- Author(s)
  中島祐二朗
- Organizer
  Varian SBRT PRACTICE for Spine Metastasis in Kyushu/Okinawa
- Invited
- Data Source
  KAKENHI-PROJECT-21K15775

1. Kimura Tomoki (90379876)

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2. 神宮啓一 (00451592)

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3. 角谷倫之 (20604961)

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4. 河原大輔 (20630461)

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5. 伊藤慶 (30771703)

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6. 今野伸樹 (40815320)

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7. 永田靖 (10228033)

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8. 日置一成 (60761989)

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9. 唐澤克之 (80177617)

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10. 勝田義之

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Nakajima Yujiro 中島 祐二朗

Research Projects

Research Products

Co-Researchers

深層学習を用いた乳がん術後放射線治療の深吸気息止め照射の有用性予測システムの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of treatment response prediction system for bone stereotactic body radiotherapy using image feature analysisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Maide-to-order radiation therapy using functional imaging for locally advanced non-small cell lung cancer

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Radiation pneumonitis prediction model with integrating multiple dose-function features on 4DCT ventilation images2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Incidence and Prognostic Factors of Painful Vertebral Compression Fracture Caused by Spine Stereotactic Body Radiotherapy2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Risk of radiculopathy caused by second course of spine stereotactic body radiotherapy2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Stereotactic body radiotherapy for spinal oligometastases: a review on patient selection and the optimal methodology2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Phase 2 Clinical Trial of Separation Surgery Followed by Stereotactic Body Radiation Therapy for Metastatic Epidural Spinal Cord Compression2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Quality Assurance of Bone SBRT2021

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] 特集 定位放射線治療のTopics 脊椎SBRT:エビデンスと方法論2021

Author(s)

Journal Title

DOI

ISSN

Year and Date

Data Source

[Journal Article] Variations between dose-ventilation and dose-perfusion metrics in radiotherapy planning for lung cancer2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] Investigate Knowledge-Based Planning Models Using the Cross-Validation Method for Stereotactic Body Radiation Therapy for Spinal Metastases2024

Author(s)

Organizer

Data Source

[Presentation] 転移性脊椎腫瘍への定位放射線治療における画像特徴量解析を用いた脊椎圧迫骨折および局所制御の予測モデルの作成2024

Author(s)

Organizer

Data Source

[Presentation] Prediction of Vertebral Compression Fracture after Stereotactic Body Radiotherapy for Spinal Metastases Using Radiomics, Dosiomics, and Deep Learning Model2024

Author(s)

Organizer

Data Source

Nakajima Yujiro 中島祐二朗

[Journal Article] 特集定位放射線治療のTopics 脊椎SBRT:エビデンスと方法論2021

[Presentation] 骨SBRTに必要な知と技～医学物理学的観点から～2023