OTA Junko 大田淳子

… Alternative Names

Ota Junko 大田淳子

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Researcher Number	90825001
Other IDs
Affiliation (Current)	2025: 国立研究開発法人量子科学技術研究開発機構, QST病院医療技術部, 主任研究員 2025: 国立研究開発法人量子科学技術研究開発機構, QST病院, 主任研究員
Affiliation (based on the past Project Information) *help	2023 – 2024: 国立研究開発法人量子科学技術研究開発機構, QST病院, 主任研究員 2021 – 2023: 国立研究開発法人量子科学技術研究開発機構, QST病院, 研究員 2019 – 2020: 国立研究開発法人量子科学技術研究開発機構, QST病院, 研究員(任常)
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related Except Principal Investigator Medium-sized Section 10:Psychology and related fields / Basic Section 10030:Clinical psychology-related / Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator ディープラーニング / MRI / 深層学習 / T1強調画像 / 脳機能画像 / Graph neural network / グラフニューラルネットワーク / 脳機能 / 人工知能 / 機械学習 … More / 医用画像処理 / 画像 / 畳み込みニューラルネットワーク / 機能的MRI / 運動機能 / GAN / 敵対的生成ネットワーク / 超解像 / fMRI … More Except Principal Investigator リスク因子 / 不安症 / 脳機能画像 / うつ / 脳形態画像 / バイオマーカー / 強迫症 / 時間分解能 / 人工知能 / 画像処理 / 心臓CT Less

Development of a very early risk assessment method for depression and anxiety using functional and morphological brain imaging
- Principal Investigator
  
  平野好幸
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 10:Psychology and related fields
- Research Institution
  Chiba University
Augmented Intelligence for Breaking the "50 Millisecond Barrier" of Temporal Resolution in Cardiac CT Imaging
- Principal Investigator
  
  西井達矢
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  National Cardiovascular Center Research Institute
Advanced Artificial Neurogragh Platform Linking Brain Structure and FunctionPrincipal Investigator
- Principal Investigator
  
  大田淳子
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  National Institutes for Quantum Science and Technology
Functional brain network analysis and biomarker development of risk factors for anxiety and obsessive-compulsive disorder
- Principal Investigator
  
  平野好幸
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 10030:Clinical psychology-related
- Research Institution
  Chiba University
Development of high-resolution fMRI image processing using deep learning for non-invasive and low-cost high-precision brain functional imagingPrincipal Investigator
- Principal Investigator
  
  Ota Junko
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  National Institutes for Quantum Science and Technology

All 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] 強迫症における脳画像研究2022
- Author(s)
  大田淳子、平野好幸
- Journal Title
  
  The Journal of Child & Brain Development
  
  Volume: 13 Issue: 1 Pages: 25-30
- DOI
  10.34572/jcbd.13.1_25
- ISSN
  2185-1417, 2435-8819
- Language
  Japanese
- Open Access
- Data Source
  KAKENHI-PROJECT-19K03309, KAKENHI-PROJECT-23K22361
[Journal Article] Super-resolution generative adversarial networks with static T2*WI-based subject-specific learning to improve spatial difference sensitivity in fMRI activation2022
- Author(s)
  Ota J, Umehara K, Kershaw J, Kishimoto R, Hirano Y, Tachibana Y, Ohba H, Obata T
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1 Pages: 10319-10319
- DOI
  10.1038/s41598-022-14421-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K03309, KAKENHI-PROJECT-19K17216, KAKENHI-PROJECT-17K10385, KAKENHI-PROJECT-23K22361
[Journal Article] AIを用いた超解像処理とfMRIの高解像度化への期待2021
- Author(s)
  大田　淳子
- Journal Title
  
  Innervision
  
  Volume: 36 Pages: 12-15
- Data Source
  KAKENHI-PROJECT-19K17216
[Presentation] 閾値下社交不安の病態解明のための脳機能解析2023
- Author(s)
  大田淳子, 佐々木翼, Bhusal Chhatkuli Ritu, 鎌下莉緒, 吉田斎子, 栗田幸平, 荒木謙太郎, 大平育世, 大場久照, 清水栄司, 平野好幸
- Organizer
  第15回日本不安症学会学術大会
- Data Source
  KAKENHI-PROJECT-23K14933
[Presentation] 社交不安の特徴を考慮した脳活動パターンの探索的研究2022
- Author(s)
  佐々木翼、大田淳子、野田義和、鎌下莉緒、吉田斎子、栗田幸平、ブーサルチャタクリリトゥ、荒木謙太郎、大平育世、磯部祐子、長野智美、松本浩史、桝田喜正、池水結輝、須藤佑輔、和俊冰、Sertap Maral、娜迪熱阿西木、北川等美、清水栄司、平野好幸
- Organizer
  第49回日本脳科学会
- Data Source
  KAKENHI-PROJECT-23K22361
[Presentation] 閾値下社交不安の安静時脳機能結合に対する探索的検討2022
- Author(s)
  佐々木翼、大田淳子、鎌下莉緒、吉田斎子、栗田幸平、Ritu Bhusal Chhatkuli、荒木謙太郎、大平育世、須藤千尋、清水栄司、平野好幸
- Organizer
  第14回日本不安症学会学術大会
- Data Source
  KAKENHI-PROJECT-23K22361
[Presentation] Deep-Brain: A Cutting-edge Concept for Outstanding Functional Resolution in fMRI2020
- Author(s)
  Junko Ota , Kensuke Umehara , Yasuhiko Tachibana , Yoshiyuki Hirano , Hisateru Ohba , Takayuki Obata , Tatsuya Higashi
- Organizer
  RSNA 2020 106th Scientific Assembly and Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K17216
[Presentation] 指定発言： AIは10年後の臨床現場をどう変えるか（AI研究に従事する立場から）2020
- Author(s)
  大田淳子
- Organizer
  第76回日本放射線技術学会総会学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-19K17216
[Presentation] ディープラーニングを用いた課題時fMRIの高精度化に向けた初期的検討2019
- Author(s)
  大田淳子, 立花泰彦, 平野好幸, 梅原健輔, 影山肇, 生駒洋子, 大場久照, 小畠隆行
- Organizer
  第47回日本放射線技術学会秋季学術大会
- Data Source
  KAKENHI-PROJECT-19K17216
[Presentation] Deep learning-based super-resolution for resting state fMRI using network trained by T2*WI（T2*WIを代替訓練データとして安静時fMRIを深層学習により高解像度化する手法の初期的検討）2019
- Author(s)
  Hajime Kageyama, Yasuhiko Tachibana, Junko Ota, Kensuke Umehara, Yoshiyuki Hirano, Takayuki Obata, Keisuke Kondou, Kazuo Shimura
- Organizer
  第47回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-19K17216

1. 平野好幸 (50386843)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
2. 清水栄司 (00292699)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
3. 西井達矢 (20749345)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 河野淳 (20574388)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 太田靖利 (90388570)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 梅原健輔 (90825077)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 栗田幸平 (50888732)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
8. 松本浩史 (60745230)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
9. BhusalChhatkuli Ritu (50836591)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 須藤佑輔 (90963554)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

OTA Junko 大田 淳子

Ota Junko 大田 淳子

Research Projects

Research Products

Co-Researchers

Development of a very early risk assessment method for depression and anxiety using functional and morphological brain imaging

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Augmented Intelligence for Breaking the "50 Millisecond Barrier" of Temporal Resolution in Cardiac CT Imaging

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Advanced Artificial Neurogragh Platform Linking Brain Structure and FunctionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Functional brain network analysis and biomarker development of risk factors for anxiety and obsessive-compulsive disorder

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of high-resolution fMRI image processing using deep learning for non-invasive and low-cost high-precision brain functional imagingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] 強迫症における脳画像研究2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] Super-resolution generative adversarial networks with static T2*WI-based subject-specific learning to improve spatial difference sensitivity in fMRI activation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] AIを用いた超解像処理とfMRIの高解像度化への期待2021

Author(s)

Journal Title

Data Source

[Presentation] 閾値下社交不安の病態解明のための脳機能解析2023

Author(s)

Organizer

Data Source

[Presentation] 社交不安の特徴を考慮した脳活動パターンの探索的研究2022

Author(s)

Organizer

Data Source

[Presentation] 閾値下社交不安の安静時脳機能結合に対する探索的検討2022

Author(s)

Organizer

Data Source

[Presentation] Deep-Brain: A Cutting-edge Concept for Outstanding Functional Resolution in fMRI2020

Author(s)

Organizer

Data Source

[Presentation] 指定発言： AIは10年後の臨床現場をどう変えるか（AI研究に従事する立場から）2020

Author(s)

Organizer

Data Source

[Presentation] ディープラーニングを用いた課題時fMRIの高精度化に向けた初期的検討2019

Author(s)

Organizer

Data Source

[Presentation] Deep learning-based super-resolution for resting state fMRI using network trained by T2*WI（T2*WIを代替訓練データとして安静時fMRIを深層学習により高解像度化する手法の初期的検討）2019

Author(s)

Organizer

Data Source

OTA Junko 大田淳子

Ota Junko 大田淳子

[Presentation] Deep learning-based super-resolution for resting state fMRI using network trained by T2WI（T2WIを代替訓練データとして安静時fMRIを深層学習により高解像度化する手法の初期的検討）2019