Kobayashi Kazuma 小林和馬

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小林和馬コバヤシカズマ

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Researcher Number	00747610
Other IDs
Affiliation (Current)	2025: 国立研究開発法人国立がん研究センター, 研究所, 主任研究員
Affiliation (based on the past Project Information) *help	2022 – 2023: 国立研究開発法人国立がん研究センター, 研究所, 研究員 2018: 国立研究開発法人国立がん研究センター, がん分子修飾制御学分野, 連携大学院生 2016 – 2018: 国立研究開発法人国立がん研究センター, 中央病院, レジデント 2015: 国立研究開発法人国立がん研究センター, 中央病院, 修練医
Review Section/Research Field	Principal Investigator Radiation science / Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator 医用画像 / 非剛体レジストレーション、 / 三次元統計解剖学 / 解剖学的標準化 / 非剛体レジストレーション / 放射線治療 / 生成モデル / 生成データ / 自己教師あり学習 / 合成データ … More / テンソル分解 / アノテーション / 深層学習 / Radiomics / 機械学習 / 人工知能 / がん / 放射線腫瘍学 / 三次元統計解析法 / 有害事象 / 線量合算 / 時空間的線量合算 / 有害事象評価 Less

生成データを活用した医用画像解析Principal Investigator
- Principal Investigator
  
  小林和馬
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  National Cancer Center Japan
Establishing the methodology for detecting heterogeneous intra-organ sensitivity for radiotherapyPrincipal Investigator
- Principal Investigator
  
  Kobayashi Kazuma
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Radiation science
- Research Institution
  National Cancer Center Japan
Quantitative evaluation for interfractional organ motion in radiation therapy.Principal Investigator
- Principal Investigator
  
  Kobayashi Kazuma
- Project Period (FY)
  2015 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Radiation science
- Research Institution
  National Cancer Center Japan

All 2024 2023 2022 2019 2018 2017 2016 2015

All Journal Article Presentation Patent

[Journal Article] Sketch-based semantic retrieval of medical images2024
- Author(s)
  Kobayashi Kazuma、Gu Lin、Hataya Ryuichiro、Mizuno Takaaki、Miyake Mototaka、Watanabe Hirokazu、Takahashi Masamichi、Takamizawa Yasuyuki、Yoshida Yukihiro、Nakamura Satoshi、Kouno Nobuji、Bolatkan Amina、Kurose Yusuke、Harada Tatsuya、Hamamoto Ryuji
- Journal Title
  
  Medical Image Analysis
  
  Volume: 92 Pages: 103060-103060
- DOI
  10.1016/j.media.2023.103060
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K17218, KAKENHI-PROJECT-22K07681
[Journal Article] Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering2023
- Author(s)
  Hu Xinyue、Gu Lin、An Qiyuan、Zhang Mengliang、Liu Liangchen、Kobayashi Kazuma、Harada Tatsuya、Summers Ronald M.、Zhu Yingying
- Journal Title
  
  SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023)
  
  Volume: 23 Pages: 4156-4165
- DOI
  10.1145/3580305.3599819
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K07681
[Journal Article] Advances in cancer DNA methylation analysis with methPLIER: use of non-negative matrix factorization and knowledge-based constraints to enhance biological interpretability2023
- Author(s)
  Takasawa K, Asada K, Kaneko S, Shiraishi K, Machino H, Takahashi S, Shinkai N, Kouno N, Kobayashi K, Komatsu M, Mizuno T, Okubo Y, Mukai M, Yoshida T, Yoshida Y, Horinouchi H, Watanabe S, Ohe Y, Yatabe Y, Kohno T, Hamamoto R
- Journal Title
  
  Experimental and Molecular Medicine
  
  Volume: 56 Issue: 3 Pages: 646-655
- DOI
  10.1038/s12276-024-01173-7
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K07180, KAKENHI-PROJECT-22K07681, KAKENHI-PROJECT-21K15519, KAKENHI-PROJECT-19H03429, KAKENHI-PROJECT-21H03550, KAKENHI-PROJECT-23K27449
[Journal Article] Towards AI-Driven Radiology Education: A Self-supervised Segmentation-Based Framework for?High-Precision Medical Image Editing2023
- Author(s)
  Kobayashi Kazuma、Gu Lin、Hataya Ryuichiro、Miyake Mototaka、Takamizawa Yasuyuki、Ito Sono、Watanabe Hirokazu、Yoshida Yukihiro、Yoshimura Hiroki、Harada Tatsuya、Hamamoto Ryuji
- Journal Title
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)
  
  Volume: 14221 Pages: 403-413
- DOI
  10.1007/978-3-031-43895-0_38
- ISBN
  9783031438943, 9783031438950
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K07681
[Journal Article] Magnetic resonance-based imaging biopsy with signatures including topological Betti number features for prediction of primary brain metastatic sites2023
- Author(s)
  Egashira Mai、Arimura Hidetaka、Kobayashi Kazuma、Moriyama Kazutoshi、Kodama Takumi、Tokuda Tomoki、Ninomiya Kenta、Okamoto Hiroyuki、Igaki Hiroshi
- Journal Title
  
  Physical and Engineering Sciences in Medicine
  
  Volume: 46 Issue: 4 Pages: 1411-1426
- DOI
  10.1007/s13246-023-01308-6
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23KJ1733, KAKENHI-PROJECT-22K07681, KAKENHI-PROJECT-20K08084
[Journal Article] Dose reconstruction technique using non-rigid registration to evaluate spatial correspondence between high-dose region and late radiation toxicity: a case of tracheobronchial stenosis after external beam radiotherapy combined with endotracheal brachythera.2016
- Author(s)
  Kobayashi K, Murakami N, Inaba K, Wakita A, Nakamura S, Okamoto H, Sato J, Umezawa R, Takahashi K, Igaki H, Ito Y, Shigematsu N, Itami J
- Journal Title
  
  Journal of Contemporary Brachytherapy
  
  Volume: 8 Pages: 156-63
- DOI
  10.5114/jcb.2016.59688
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K19837, KAKENHI-PROJECT-16K10410
[Journal Article] In vivo spatial correlation between (18)F-BPA and (18)F-FDG uptakes in head and neck cancer.2016
- Author(s)
  Kobayashi K, Kurihara H, Watanabe Y, Murakami N, Inaba K, Nakamura S, Wakita A, Okamoto H, Umezawa R, Takahashi K, Igaki H, Ito Y, Yoshimoto S, Shigematsu N, Itami J.
- Journal Title
  
  Appl Radiat Isot.
  
  Volume: 115 Pages: 138-146
- DOI
  10.1016/j.apradiso.2016.05.026
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26461873, KAKENHI-PROJECT-15K19837, KAKENHI-PROJECT-16K10410, KAKENHI-PROJECT-26860410
[Journal Article] Dosimetric variations due to interfraction organ deformation in cervical cancer brachytherapy.2015
- Author(s)
  Kobayashi K, Murakami N, Wakita A, Nakamura S, Okamoto H, Umezawa R, Takahashi K, Inaba K, Igaki H, Ito Y, Shigematsu N, Itami J
- Journal Title
  
  Radiotherapy and Oncology
  
  Volume: 117 Issue: 3 Pages: 555-558
- DOI
  10.1016/j.radonc.2015.08.017
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K19837
[Patent] アノテーション支援装置、アノテーション支援方法及びアノテーション支援プログラム2019
- Inventor(s)
  小林和馬、三宅基隆、浜本隆二
- Industrial Property Rights Holder
  小林和馬、三宅基隆、浜本隆二
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2019-010287
- Filing Date
  2019
- Data Source
  KAKENHI-PROJECT-17K16497
[Presentation] GPT-4による診療文書からのオントロジー自動構築の初期検討2024
- Author(s)
  小林和馬, 山本和英, 浜本隆二
- Organizer
  言語処理学会第30回年次大会(NLP2024)
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 医師と共創するAI2023
- Author(s)
  小林和馬
- Organizer
  第31回日本医学会総会
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 大域的・局所的正常解剖モデルに基づく脳MRIからの教師なし異常検出2023
- Author(s)
  小林和馬, 浜本隆二
- Organizer
  第82回日本癌学会学術総会 2023年9月23日
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 医療者とメディカルAIのコラボレーションによる医療の革新2023
- Author(s)
  小林和馬
- Organizer
  第21回日本医療マネジメント学会茨城県支部学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 放射線治療におけるビッグデータからの価値創出を志向したアルゴリズム開発2023
- Author(s)
  小林和馬
- Organizer
  第126回日本医学物理学会学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 医用画像の特徴分解に基づいた類似画像検索システムの開発2023
- Author(s)
  小林和馬
- Organizer
  2023年度人工知能学会全国大会（第37回）
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] スケッチによる類似医用画像検索アルゴリズムの開発2022
- Author(s)
  小林和馬, 三宅基隆, 浜本隆二
- Organizer
  第81回日本医学放射線学会総会
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 医師と共創するAI2022
- Author(s)
  小林和馬
- Organizer
  第60回日本癌治療学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 編集可能な医用画像生成2022
- Author(s)
  小林和馬, 高見澤康之, 伊藤その, 三宅基隆, 金光幸秀, 浜本隆二
- Organizer
  2022年度人工知能学会全国大会（第36回）
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] メディカルAIの研究開発を加速するためのAI開発支援プラットフォームの構築2022
- Author(s)
  小林和馬
- Organizer
  SAMI 2022 (Advanced Medical Imaging研究会)
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 医師と共創するAI2022
- Author(s)
  小林和馬
- Organizer
  JSAWI第23回シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 合成データを用いた医用画像解析2022
- Author(s)
  小林和馬, 高見澤康之, 伊藤その, 三宅基隆, 金光幸秀, 浜本隆二
- Organizer
  第4回日本メディカルAI学会
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] インテリジェントながん治療支援システムのための人工知能技術の開発2022
- Author(s)
  小林和馬
- Organizer
  第74回日本産科婦人科学会学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-22K07681
[Presentation] 人工知能技術により変革される放射線医学2019
- Author(s)
  小林和馬
- Organizer
  第1回日本メディカルAI学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-17K16497
[Presentation] 臨床応用を志向した人工知能技術を活用した統合的ながん医療システムの開発2019
- Author(s)
  浜本隆二、小林和馬
- Organizer
  第78回日本医学放射線学会総会
- Invited
- Data Source
  KAKENHI-PROJECT-17K16497
[Presentation] 人工知能技術により変革される放射線医学2019
- Author(s)
  小林和馬
- Organizer
  第32回日本放射線腫瘍学会高精度放射線外部照射部会学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-17K16497
[Presentation] Integrating Artificial Intelligent System with Clinical Workflow of Radiologist in the Hospital2018
- Author(s)
  小林和馬、三宅基隆、渡辺裕一、菅原洋平、向井まさみ、中島典昭、栗原宏明、中山優子、楠本昌彦、三原直樹、浜本隆二
- Organizer
  第77回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-17K16497
[Presentation] 深層畳み込みニューラルネットワークによる腫瘍セグメンテーションの試み2017
- Author(s)
  小林和馬、他
- Organizer
  第30回日本放射線腫瘍学会学術大会
- Data Source
  KAKENHI-PROJECT-17K16497
[Presentation] 臨床的アウトカムと関連する線量分布の空間的パターンを統計学的に抽出するための方法論2016
- Author(s)
  小林和馬、島聖、土田圭祐、柏原大朗、原田堅、梅澤玲、高橋加奈、稲葉浩二、村上直也、井垣浩、伊藤芳紀、伊丹純
- Organizer
  日本放射線腫瘍学会第２９回学術大会
- Place of Presentation
  国立京都国際会館（京都府・京都市）
- Year and Date
  2016-11-25
- Data Source
  KAKENHI-PROJECT-15K19837
[Presentation] Spatial correspondence between radiation pneumonitis and dose distribution after stereotactic radiotherapy for lung cancer.2015
- Author(s)
  Kobayashi K, Murakami N, Nakamura S, Wakita A, Okamoto H, Tsuchida K, Kashihara T, Harada K, Kitaguchi M, Sekii S, Umezawa R, Takahashi K, Inaba K, Igaki H, Ito Y, Itami J
- Organizer
  28th Annual Meeting of Japanese Society for Radiation Oncology
- Place of Presentation
  群馬県 Beisia Culture Hall
- Year and Date
  2015-11-19
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K19837
[Presentation] A population-based voxel-wise statistical model to investigate heterogeneous intra- organ sensitivity to radiation: applied to prostate cases.2015
- Author(s)
  Kobayashi K, Murakami N, Nakamura S, Wakita A, Okamoto H, Kitaguchi M, Harada K, Sekii S, Takahashi K, Inaba K, Ito Y, Igaki H, Itami J
- Organizer
  15th International Congress of Radiation Research
- Place of Presentation
  京都府 Kyoto International Conference center
- Year and Date
  2015-05-25
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K19837

1. 中村哲志

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
2. 浜本隆二

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
3. 浅田健

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
4. 栗原宏明

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
5. 伊丹純

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Kobayashi Kazuma 小林 和馬

小林 和馬 コバヤシ カズマ

Research Projects

Research Products

Co-Researchers

生成データを活用した医用画像解析Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Establishing the methodology for detecting heterogeneous intra-organ sensitivity for radiotherapyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Quantitative evaluation for interfractional organ motion in radiation therapy.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Sketch-based semantic retrieval of medical images2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Advances in cancer DNA methylation analysis with methPLIER: use of non-negative matrix factorization and knowledge-based constraints to enhance biological interpretability2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Towards AI-Driven Radiology Education: A Self-supervised Segmentation-Based Framework for?High-Precision Medical Image Editing2023

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Magnetic resonance-based imaging biopsy with signatures including topological Betti number features for prediction of primary brain metastatic sites2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Dose reconstruction technique using non-rigid registration to evaluate spatial correspondence between high-dose region and late radiation toxicity: a case of tracheobronchial stenosis after external beam radiotherapy combined with endotracheal brachythera.2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] In vivo spatial correlation between (18)F-BPA and (18)F-FDG uptakes in head and neck cancer.2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Dosimetric variations due to interfraction organ deformation in cervical cancer brachytherapy.2015

Author(s)

Journal Title

DOI

Data Source

[Patent] アノテーション支援装置、アノテーション支援方法及びアノテーション支援プログラム2019

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Industrial Property Number

Filing Date

Data Source

[Presentation] GPT-4による診療文書からのオントロジー自動構築の初期検討2024

Author(s)

Organizer

Data Source

[Presentation] 医師と共創するAI2023

Author(s)

Organizer

Data Source

[Presentation] 大域的・局所的正常解剖モデルに基づく脳MRIからの教師なし異常検出2023

Kobayashi Kazuma 小林和馬

小林和馬コバヤシカズマ