Kurata Yasuhisa 倉田靖桐

… Alternative Names

Yasuhisa Kurata 倉田靖桐

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Researcher Number	40836178
Other IDs
Affiliation (Current)	2025: 京都大学, 医学研究科, 助教
Affiliation (based on the past Project Information) *help	2021 – 2023: 京都大学, 医学研究科, 助教 2020: 京都大学, 医学研究科, 特定病院助教
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related Except Principal Investigator Basic Section 52040:Radiological sciences-related
Keywords	Principal Investigator MRI / Deep learning / Uterine leiomyosarcoma / Uterine leiomyoma / Anomaly detectioin / 卵巣 / 子宮 / セグメンテーション / 深層学習 / 子宮頸癌 … More / 子宮体癌 / segmentation / deep learning / endometrial cancer / Segmentation / CNN / Endometrial cancer … More Except Principal Investigator 医用自然言語処理 / 医用画像処理 / クロスモーダル学習 / multi-modal model / summarization / レポート / 放射線診断学 / 自然言語処理 / 深層学習 Less

Multicenter study to develop a model for differentiating uterine leiomyoma and sarcomas by deep Learning and anomaly detectionPrincipal Investigator
- Principal Investigator
  
  倉田靖桐
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kyoto University
放射線診断学の画像とレポートを用いた深層学習の応用
- Principal Investigator
  
  西尾瑞穂
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kobe University
Automated Diagnosis of Obstetrics and Gynecology MRI Using Deep LearningPrincipal Investigator
- Principal Investigator
  
  Yasuhisa Kurata
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kyoto University

All 2024 2023 2022 2021

All Journal Article Presentation Book

[Book] Step up MRI 2021 II MRIにおけるAIの研究開発・臨床応用の最新動向 4.MR画像における子宮体がんの自動セグメンテーション2021
- Author(s)
  倉田靖桐 , 西尾瑞穂 , 森畠裕策 , 木戸晶 , 中本裕士
- Total Pages
  4
- Publisher
  インナービジョン
- Data Source
  KAKENHI-PROJECT-20K16780
[Journal Article] Fully automatic summarization of radiology reports using natural language processing with large language models2024
- Author(s)
  Nishio Mizuho、Matsunaga Takaaki、Matsuo Hidetoshi、Nogami Munenobu、Kurata Yasuhisa、Fujimoto Koji、Sugiyama Osamu、Akashi Toshiaki、Aoki Shigeki、Murakami Takamichi
- Journal Title
  
  Informatics in Medicine Unlocked
  
  Volume: 46 Pages: 101465-101465
- DOI
  10.1016/j.imu.2024.101465
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K17229, KAKENHI-PROJECT-23KK0148, KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-23K07154
[Journal Article] Automatic segmentation of bladder cancer on MRI using a convolutional neural network and reproducibility of radiomics features: a two-center study2023
- Author(s)
  Moribata Yusaku、Kurata Yasuhisa、Nishio Mizuho、Kido Aki、Otani Satoshi、Himoto Yuki、Nishio Naoko、Furuta Akihiro、Onishi Hiroyuki、Masui Kimihiko、Kobayashi Takashi、Nakamoto Yuji
- Journal Title
  
  Scientific Reports
  
  Volume: 13 Issue: 1 Pages: 628-628
- DOI
  10.1038/s41598-023-27883-y
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K16780, KAKENHI-PROJECT-22K07665
[Journal Article] Label Distribution Learning for Automatic Cancer Grading of Histopathological Images of Prostate Cancer2023
- Author(s)
  Nishio Mizuho、Matsuo Hidetoshi、Kurata Yasuhisa、Sugiyama Osamu、Fujimoto Koji
- Journal Title
  
  Cancers
  
  Volume: 15 Issue: 5 Pages: 1535-1535
- DOI
  10.3390/cancers15051535
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-19K17232, KAKENHI-PROJECT-20K16780
[Journal Article] Nodal infiltration in endometrial cancer: a prediction model using best subset regression2023
- Author(s)
  Matsumoto Yuka Kuriyama、Himoto Yuki、Nishio Mizuho、Kikkawa Nao、Otani Satoshi、Ito Kimiteru、Yamanoi Koji、Kato Tomoyasu、Fujimoto Koji、Kurata Yasuhisa、Moribata Yusaku、Yoshida Hiroshi、Minamiguchi Sachiko、Mandai Masaki、Kido Aki、Nakamoto Yuji
- Journal Title
  
  European Radiology
  
  Volume: 0 Issue: 5 Pages: 3375-3384
- DOI
  10.1007/s00330-023-10310-1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23KK0148, KAKENHI-PROJECT-22K07665, KAKENHI-PROJECT-20K16748
[Journal Article] Pathological evaluation of human pancreatic tissue injuries by machine compression for computer-aided safe pancreatic compression.2022
- Author(s)
  K. Inai, D. Kim, N. Takano, M. Uno, S. Noriki, H. Naiki, E. Kobayashi
- Journal Title
  
  Int J CARS
  
  Volume: suppl1 Issue: S1 Pages: 54-55
- DOI
  10.1007/s11548-022-02635-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K06967, KAKENHI-PROJECT-20H03908, KAKENHI-PROJECT-20K16780
[Journal Article] Risk Stratification for Pregnancies Diagnosed With Fetal Growth Restriction Based on Placental <scp>MRI</scp>2022
- Author(s)
  Himoto Yuki、Fujimoto Koji、Kido Aki、Otani Satoshi、Matsumoto Yuka Kuriyama、Mogami Haruta、Nakao Kyoko Kameyama、Kurata Yasuhisa、Moribata Yusaku、Chigusa Yoshitsugu、Minamiguchi Sachiko、Mandai Masaki、Nakamoto Yuji
- Journal Title
  
  Journal of Magnetic Resonance Imaging
  
  Volume: 56 Issue: 6 Pages: 1650-1658
- DOI
  10.1002/jmri.28298
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K09540, KAKENHI-PROJECT-20K16780
[Journal Article] Differentiation of uterine low-grade endometrial stromal sarcoma from rare leiomyoma variants by magnetic resonance imaging2021
- Author(s)
  Himoto Yuki、Kido Aki、Sakata Akihiko、Moribata Yusaku、Kurata Yasuhisa、Suzuki Ayako、Matsumura Noriomi、Shitano Fuki、Kawahara Seiya、Kubo Shigeto、Umeoka Shigeaki、Minamiguchi Sachiko、Mandai Masaki
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 19124-19124
- DOI
  10.1038/s41598-021-98473-z
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H02947, KAKENHI-PROJECT-20K16748, KAKENHI-PROJECT-20K16780, KAKENHI-PROJECT-21K15826
[Journal Article] Automatic segmentation of uterine endometrial cancer on multi-sequence MRI using a convolutional neural network2021
- Author(s)
  Kurata Yasuhisa、Nishio Mizuho、Moribata Yusaku、Kido Aki、Himoto Yuki、Otani Satoshi、Fujimoto Koji、Yakami Masahiro、Minamiguchi Sachiko、Mandai Masaki、Nakamoto Yuji
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 14440-14440
- DOI
  10.1038/s41598-021-93792-7
- NAID
  120007125725
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K16780
[Journal Article] Diffusion‐weighted imaging of uterine adenomyosis: Correlation with clinical backgrounds and comparison with malignant uterine tumors2021
- Author(s)
  Yajima Ryo、Kido Aki、Kurata Yasuhisa、Fujimoto Koji、Nakao Kyoko Kameyama、Kuwahara Ryo、Nishio Naoko、Minamiguchi Sachiko、Mandai Masaki、Togashi Kaori
- Journal Title
  
  Journal of Obstetrics and Gynaecology Research
  
  Volume: 47 Issue: 3 Pages: 949-960
- DOI
  10.1111/jog.14621
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K16780
[Journal Article] Diagnostic performance of preoperative MR imaging findings for differentiation of uterine leiomyoma with intraligamentous growth from subserosal leiomyoma2021
- Author(s)
  Yajima Ryo、Kido Aki、Kuwahara Ryo、Moribata Yusaku、Chigusa Yoshitsugu、Himoto Yuki、Kurata Yasuhisa、Matsumoto Yuka、Otani Satoshi、Nishio Naoko、Minamiguchi Sachiko、Mandai Masaki、Nakamoto Yuji
- Journal Title
  
  Abdominal Radiology
  
  Volume: 46 Issue: 8 Pages: 4036-4045
- DOI
  10.1007/s00261-021-03042-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network2022
- Author(s)
  Yusaku Moribata , Yasuhisa Kurata , Mizuho Nishio , Aki Kido , Yuka Matsumoto , Satoshi Otani , Yuki Himoto , Akihiro Furuta , Kimihiko Masui , Yuji Nakamoto
- Organizer
  The 81st Annual Meeting of the Japan Radiological Society
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Automatic segmentation of bladder cancer on MRI using a convolutional neural network and reproducibility of radiomics features2022
- Author(s)
  Yusaku Moribata, Yasuhisa Kurata, Mizuho Nishio, Aki Kido, Satoshi Otani, Yuki Himoto, Naoko Nishio, Akihiro Furuta, Kimihiko Masui, Takashi Kobayashi, Yuji Nakamoto
- Organizer
  2022 ISMRM & SMRT Annual Meeting & Exhibition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Prediction of deep myometrial invasion of uterine endometrial cancer on MRI using Vision Transformer2022
- Author(s)
  Yasuhisa Kurata , Mizuho Nishio , Yuka Matsumoto , Satoshi Otani , Yusaku Moribata , Yuki Himoto , Aki Kido , Masaki Mandai , Yuji Nakamoto
- Organizer
  Computer Assisted Radiology and Surgery 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network2022
- Author(s)
  Yusaku Moribata , Yasuhisa Kurata , Mizuho Nishio , Aki Kido , Satoshi Otani , Yuki Himoto , Naoko Nishio , Akihiro Furuta , Kimihiko Masui , Takashi Kobayashi , Yuji Nakamoto
- Organizer
  2022 ISMRM & SMRT Annual Meeting & Exhibition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Prediction of deep myometrial invasion of uterine endometrial cancer on MRI using Vision Transformer2022
- Author(s)
  Y. Kurata, M. Nishio, Y. Matsumoto, S. Otani, Y. Moribata, Y. Himoto, A. Kido, M. Mandai, Y. Nakamoto
- Organizer
  CARS 2022 Computer Assisted Radiology and Surgery
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Automatic segmentation of uterine endometrial cancer on MRI with convolutional neural network2021
- Author(s)
  Yasuhisa Kurata, Mizuho Nishio, Yusaku Moribata, Aki Kido, Yuki Himoto, Satoshi Otani, Koji Fujimoto, Masahiro Yakami, Sachiko Minamiguchi, Masaki Mandai, Yuji Nakamoto
- Organizer
  2021 ISMRM & SMRT Annual Meeting & Exhibition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16780
[Presentation] Automatic segmentation of uterine endometrial cancer on MRI with convolutional neural network2021
- Author(s)
  Yasuhisa Kurata
- Organizer
  International Society for Magnetic Resonance in Medicine
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16780

1. 西尾瑞穂 (50581998)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
2. 藤本晃司 (10580110)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
3. 杉山治 (40586038)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. MATSUMURA Noriomi

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
5. 内木宏延

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
6. 万代昌紀

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
7. 最上晴太

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
8. 千草義継

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
9. 松尾秀俊

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Kurata Yasuhisa 倉田 靖桐

Yasuhisa Kurata 倉田 靖桐

Research Projects

Research Products

Co-Researchers

Multicenter study to develop a model for differentiating uterine leiomyoma and sarcomas by deep Learning and anomaly detectionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

放射線診断学の画像とレポートを用いた深層学習の応用

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Automated Diagnosis of Obstetrics and Gynecology MRI Using Deep LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Book] Step up MRI 2021 II MRIにおけるAIの研究開発・臨床応用の最新動向 4.MR画像における子宮体がんの自動セグメンテーション2021

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] Fully automatic summarization of radiology reports using natural language processing with large language models2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automatic segmentation of bladder cancer on MRI using a convolutional neural network and reproducibility of radiomics features: a two-center study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Label Distribution Learning for Automatic Cancer Grading of Histopathological Images of Prostate Cancer2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Nodal infiltration in endometrial cancer: a prediction model using best subset regression2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Pathological evaluation of human pancreatic tissue injuries by machine compression for computer-aided safe pancreatic compression.2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Risk Stratification for Pregnancies Diagnosed With Fetal Growth Restriction Based on Placental <scp>MRI</scp>2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Differentiation of uterine low-grade endometrial stromal sarcoma from rare leiomyoma variants by magnetic resonance imaging2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automatic segmentation of uterine endometrial cancer on multi-sequence MRI using a convolutional neural network2021

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Diffusion‐weighted imaging of uterine adenomyosis: Correlation with clinical backgrounds and comparison with malignant uterine tumors2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Diagnostic performance of preoperative MR imaging findings for differentiation of uterine leiomyoma with intraligamentous growth from subserosal leiomyoma2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network2022

Kurata Yasuhisa 倉田靖桐

Yasuhisa Kurata 倉田靖桐