Nohara Yasunobu 野原康伸

Researcher Number	30624829
Other IDs	https://orcid.org/0000-0002-2805-6597
Affiliation (Current)	2023: 熊本大学, 大学院先端科学研究部(工), 准教授
Affiliation (based on the past Project Information) *help	2019 – 2022: 熊本大学, 大学院先端科学研究部(工), 特任准教授 2018 – 2019: 九州大学, 大学病院, 助教
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related Except Principal Investigator Basic Section 58010:Medical management and medical sociology-related / Basic Section 56010:Neurosurgery-related / Medium-sized Section 62:Applied informatics and related fields / Basic Section 58060:Clinical nursing-related
Keywords	Principal Investigator 階層モデル / 統計的仮説検定法 / シャプレー値 / 解釈手法 / 機械学習 Except Principal Investigator テキスト解析 / Learning Health System / 診療記録 / クリニカルパス / Artifical intelligence … More / Stroke / Artificial intelligence / Learning healthcare / 脳卒中 / RNA増幅法 / 耐性変異 / 逆転写酵素 / データベース / 画像処理 / 温度勾配ゲル電気泳動 / 変異 / エイズ / HIV-1 / ゲノムプロフィリング / 看護 / PRO / がん / 胃がん / システム / ePRO / Patient reported outcome / ePRO評価システム / colorectal cancer / gastric cancer / patient reported outcome / 糖尿病 / 消化器がん / QOL / e-PRO Less

The Practice and Evaluation of LHS using Clinical Pathways and Electronic Medical Records
- Principal Investigator
  
  山下貴範
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58010:Medical management and medical sociology-related
- Research Institution
  Kyushu University
A Study on Statistical Interpretation Methods for Machine Learning Results Using Shapley ValuesPrincipal Investigator
- Principal Investigator
  
  野原康伸
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kumamoto University
糖尿病を併存する消化器がん患者の自己報告アウトカム評価の基盤構築
- Principal Investigator
  
  伊豆倉理江子
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58060:Clinical nursing-related
- Research Institution
  Kyushu University
温度勾配ゲル電気泳動によるHIV-1逆転写酵素遺伝子変異の迅速検出
- Principal Investigator
  
  保川清
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 62:Applied informatics and related fields
- Research Institution
  Kyoto University
脳卒中のLearning Healthcare Systemに関する研究
- Principal Investigator
  
  飯原弘二
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 56010:Neurosurgery-related
- Research Institution
  National Cardiovascular Center Research Institute
  Kyushu University

All 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital2022
- Author(s)
  Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
- Journal Title
  
  Computer Methods and Programs in Biomedicine
  
  Volume: 214 Pages: 106584-106584
- DOI
  10.1016/j.cmpb.2021.106584
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11938
[Journal Article] Machine Learning for Classification of Postoperative Patient Status Using Standardized Medical Data2022
- Author(s)
  Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinj Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima
- Journal Title
  
  Computer Methods and Programs in Biomedicine
  
  Volume: 214 Pages: 106583-106583
- DOI
  10.1016/j.cmpb.2021.106583
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11938
[Journal Article] Association of serum bilirubin levels with risk of cancer development and total death2021
- Author(s)
  Toyoshi Inoguchi, Yasunobu Nohara, Chinatsu Nojiri and Naoki Nakashima
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1
- DOI
  10.1038/s41598-021-92442-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K11938
[Journal Article] Portable Health Clinic for Sustainable Care of Mothers and Newborns in Rural Bangladesh2021
- Author(s)
  Kimiyo Kikuchi, Yoko Sato, Rieko Izukura, Mariko Nishikitani, Kiyoko Kato, Seiichi Morokuma, Meherun Nessa, Yasunobu Nohara, Fumihiko Yokota, Ashir Ahmed, Rafiqul Islam Maruf, Naoki Nakashima
- Journal Title
  
  Computer Methods and Programs in Biomedicine
  
  Volume: 207 Pages: 106156-106156
- DOI
  10.1016/j.cmpb.2021.106156
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11938
[Journal Article] 患者状態把握を目的とした機械学習と共起有向グラフによる診療プロセス解析2021
- Author(s)
  山下貴範, 若田好史, 中熊英貴, 野原康伸, 岡田美保子, 中島直樹, 副島秀久
- Journal Title
  
  医療情報学
  
  Volume: 41 Pages: 29-37
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11938
[Journal Article] Stroke Prognostic Scores and Data-Driven Prediction of Clinical Outcomes After Acute Ischemic Stroke2020
- Author(s)
  Matsumoto Koutarou、Nohara Yasunobu、Soejima Hidehisa、Yonehara Toshiro、Nakashima Naoki、Kamouchi Masahiro
- Journal Title
  
  Stroke
  
  Volume: 51 Issue: 5 Pages: 1477-1483
- DOI
  10.1161/strokeaha.119.027300
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11938, KAKENHI-PROJECT-17H04143
[Journal Article] A functional learning health system in Japan: Experience with processes and information infrastructure toward continuous health improvement2020
- Author(s)
  Soejima Hidehisa、Matsumoto Koutarou、Nakashima Naoki、Nohara Yasunobu、Yamashita Takanori、Machida Jiro、Nakaguma Hideki
- Journal Title
  
  Learning Health Systems
  
  Volume: e10252 Issue: 4 Pages: 1-12
- DOI
  10.1002/lrh2.10252
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K11938
[Presentation] 交互作用を考慮したSHAPによる機械学習モデルの解釈手法の提案2021
- Author(s)
  野原康伸, 井口登興志, 野尻千夏, 中島直樹
- Organizer
  第41回医療情報学連合大会
- Data Source
  KAKENHI-PROJECT-20K11938
[Presentation] Predictors of Intracerebral Hematoma Enlargement Using Brain CT Images in Emergency Medical Care2021
- Author(s)
  Kazunori Oka, Takumi Hirahara, Yasunobu Nohara, Sozo Inoue, Koichi Arimura, Syoji Kobashi and Koji Iihara
- Organizer
  5th IEEE International Conference on Cybernetics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11938
[Presentation] Machine Learning for Classification of Postoperative Patient Status Using Standardized Medical Data2020
- Author(s)
  Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima
- Organizer
  11th Biennial Conference of the Asia Pacific Association for Medical Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11938
[Presentation] Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital2020
- Author(s)
  Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
- Organizer
  11th Biennial Conference of the Asia Pacific Association for Medical Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K11938
[Presentation] クリニカルパスと診療テキストを用いた糖尿病併存胃がん患者のPatient Reported Outcome指標の検討2019
- Author(s)
  山下貴範, 伊豆倉理江子, 野尻千夏、野原康伸, 中島直樹
- Organizer
  第39回医療情報学連合大会・第20回日本医療情報学会学術大会
- Data Source
  KAKENHI-PROJECT-18K10312

1. 中島直樹 (60325529)

# of Collaborated Projects: 3 results

# of Collaborated Products: 1 results
2. 伊豆倉理江子 (80805292)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
3. 山下貴範 (00807381)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
4. 木下由美子 (30432925)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 朴珍相 (20749949)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 樗木晶子 (60216497)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 錦谷まりこ (40327333)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 保川清 (30397559)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 兒島憲二 (40542759)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 横田文彦 (50760451)

# of Collaborated Projects: 1 results

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11. 吉高淳夫 (60263729)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 滝田禎亮 (70263126)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 飯原弘二 (90270727)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 東尚弘 (10402851)

# of Collaborated Projects: 1 results

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15. 森脇健介 (10514862)

# of Collaborated Projects: 1 results

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16. 坂本哲也 (40365979)

# of Collaborated Projects: 1 results

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17. 西村邦宏 (70397834)

# of Collaborated Projects: 1 results

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18. 嘉田晃子 (70399608)

# of Collaborated Projects: 1 results

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19. 康東天 (80214716)

# of Collaborated Projects: 1 results

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20. 萩原明人 (50291521)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Nohara Yasunobu 野原 康伸

Research Projects

Research Products

Co-Researchers

The Practice and Evaluation of LHS using Clinical Pathways and Electronic Medical Records

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A Study on Statistical Interpretation Methods for Machine Learning Results Using Shapley ValuesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

糖尿病を併存する消化器がん患者の自己報告アウトカム評価の基盤構築

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

温度勾配ゲル電気泳動によるHIV-1逆転写酵素遺伝子変異の迅速検出

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

脳卒中のLearning Healthcare Systemに関する研究

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Machine Learning for Classification of Postoperative Patient Status Using Standardized Medical Data2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Association of serum bilirubin levels with risk of cancer development and total death2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Portable Health Clinic for Sustainable Care of Mothers and Newborns in Rural Bangladesh2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 患者状態把握を目的とした機械学習と共起有向グラフによる診療プロセス解析2021

Author(s)

Journal Title

Data Source

[Journal Article] Stroke Prognostic Scores and Data-Driven Prediction of Clinical Outcomes After Acute Ischemic Stroke2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A functional learning health system in Japan: Experience with processes and information infrastructure toward continuous health improvement2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] 交互作用を考慮したSHAPによる機械学習モデルの解釈手法の提案2021

Author(s)

Organizer

Data Source

[Presentation] Predictors of Intracerebral Hematoma Enlargement Using Brain CT Images in Emergency Medical Care2021

Author(s)

Organizer

Data Source

[Presentation] Machine Learning for Classification of Postoperative Patient Status Using Standardized Medical Data2020

Author(s)

Organizer

Data Source

Nohara Yasunobu 野原康伸