Miyamoto Satoshi 宮本聡史

Researcher Number	00835366
Other IDs
Affiliation (Current)	2025: 広島大学, 病院診療支援部, 部門長
Affiliation (based on the past Project Information) *help	2022 – 2024: 広島大学, 病院診療支援部, 部門長 2019 – 2021: 広島大学, 病院診療支援部, 副部門長
Review Section/Research Field	Principal Investigator Basic Section 90130:Medical systems-related Except Principal Investigator Basic Section 90130:Medical systems-related / Basic Section 55060:Emergency medicine-related
Keywords	Principal Investigator 血液粘度 / 推定モデル / ニューラルネットワーク / 人工心肺 / マイクロバブル Except Principal Investigator 血液粘度 / 人工肺 / 人工心肺 / 血球形状 / 体外循環 / ECMO / 膜型人工肺酸素移動量 / ヘマトクリット

膜型人工肺酸素移動量のモデル化による性能評価法の提案
- Principal Investigator
  
  中尾司
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 55060:Emergency medicine-related
- Research Institution
  Hiroshima University
体外循環中の血球形状の定量化：「血液粘度比」の応用展開
- Principal Investigator
  
  岡原重幸
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Junshin Gakuen University
Modeling and Clinical Application of Microbubble Generation Prediction in the Cardiopulmonary Bypass Based on Continuous Blood Viscosity Measurement MethodPrincipal Investigator
- Principal Investigator
  
  Miyamoto Satoshi
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Hiroshima University
Detection of oxygenator failure based on continuous blood viscosity monitoring and its clinical application
- Principal Investigator
  
  OKAHARA Shigeyuki
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Junshin Gakuen University

All 2024 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] The Number of Microbubbles Generated During Cardiopulmonary Bypass Can Be Estimated Using Machine Learning From Suction Flow Rate, Venous Reservoir Level, Perfusion Flow Rate, Hematocrit Level, and Blood Temperature2024
- Author(s)
  Miyamoto Satoshi、Soh Zu、Okahara Shigeyuki、Furui Akira、Takasaki Taiichi、Katayama Keijiro、Takahashi Shinya、Tsuji Toshio
- Journal Title
  
  IEEE Open Journal of Engineering in Medicine and Biology
  
  Volume: 5 Pages: 66-74
- DOI
  10.1109/ojemb.2024.3350922
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11883, KAKENHI-PROJECT-20K12691
[Journal Article] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study2022
- Author(s)
  Miyamoto Satoshi、Soh Zu、Okahara Shigeyuki、Furui Akira、Takasaki Taiichi、Katayama Keijiro、Takahashi Shinya、Tsuji Toshio
- Journal Title
  
  Annu Int Conf IEEE Eng Med Biol Soc
  
  Volume: 08 September Pages: 617-620
- DOI
  10.1109/embc48229.2022.9871662
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K12691
[Journal Article] Neural network-based modeling of the number of microbubbles generated with four circulation factors in cardiopulmonary bypass2021
- Author(s)
  Miyamoto Satoshi、Soh Zu、Okahara Shigeyuki、Furui Akira、Takasaki Taiichi、Katayama Keijiro、Takahashi Shinya、Tsuji Toshio
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 549-549
- DOI
  10.1038/s41598-020-80810-3
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12832, KAKENHI-PROJECT-20K12691, KAKENHI-PROJECT-19K09271, KAKENHI-PROJECT-20K09149
[Journal Article] Online Prediction of Normal Blood Viscosity During Cardiopulmonary Bypass Using Hematocrit- and Temperature-Dependent Model2020
- Author(s)
  Okahara Shigeyuki、Miyamoto Satoshi、Soh Zu、Itoh Hideshi、Takahashi Shinya、Tsuji Toshio
- Journal Title
  
  IEEE Access
  
  Volume: 8 Pages: 5611-5621
- DOI
  10.1109/access.2019.2963355
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12832, KAKENHI-PROJECT-19K09407
[Presentation] 人工心肺中のヘマトクリットレベルに対する血液粘度-温度特性2022
- Author(s)
  岡原重幸, 宮本聡史, 吉野将, 高橋秀暢
- Organizer
  第47回日本体外循環技術医学会
- Data Source
  KAKENHI-PROJECT-19K12832
[Presentation] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study.2022
- Author(s)
  Satoshi Miyamoto, Zu Soh, Shigeyuki Okahara, Akira Furui, Taiichi Takasaki, Keijiro Katayama, Shinya Takahashi, Toshio Tsuji
- Organizer
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12832
[Presentation] 赤血球の形状変化による人工肺圧勾配の上昇2022
- Author(s)
  岡原重幸, 宮本聡史, 吉野将, 高橋秀暢, 伊藤英史, 曽智, 辻敏夫
- Organizer
  第60回日本人工臓器学会
- Data Source
  KAKENHI-PROJECT-19K12832
[Presentation] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study2022
- Author(s)
  Satoshi Miyamoto
- Organizer
  EMBC2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K12691
[Presentation] 人工肺の圧流量情報に基づく異常血液粘度の検出と血球形状変化2019
- Author(s)
  廣瀬ななみ, 岡原重幸, 伊藤英史, 宮本聡史, 曽智, 辻敏夫
- Organizer
  第42回日本バイオレオロジー学会年会
- Data Source
  KAKENHI-PROJECT-19K12832

1. OKAHARA Shigeyuki (50771185)

# of Collaborated Projects: 3 results

# of Collaborated Products: 8 results
2. 辻敏夫 (90179995)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
3. 曽智 (80724351)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
4. 伊藤英史 (50711462)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
5. 高橋信也 (70423382)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
6. 古居彬 (30868237)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. 中尾司 (10973034)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 大下慎一郎 (50508132)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 志馬伸朗 (00260795)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Miyamoto Satoshi 宮本 聡史

Research Projects

Research Products

Co-Researchers

膜型人工肺酸素移動量のモデル化による性能評価法の提案

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

体外循環中の血球形状の定量化：「血液粘度比」の応用展開

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Modeling and Clinical Application of Microbubble Generation Prediction in the Cardiopulmonary Bypass Based on Continuous Blood Viscosity Measurement MethodPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Detection of oxygenator failure based on continuous blood viscosity monitoring and its clinical application

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] The Number of Microbubbles Generated During Cardiopulmonary Bypass Can Be Estimated Using Machine Learning From Suction Flow Rate, Venous Reservoir Level, Perfusion Flow Rate, Hematocrit Level, and Blood Temperature2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Neural network-based modeling of the number of microbubbles generated with four circulation factors in cardiopulmonary bypass2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Online Prediction of Normal Blood Viscosity During Cardiopulmonary Bypass Using Hematocrit- and Temperature-Dependent Model2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] 人工心肺中のヘマトクリットレベルに対する血液粘度-温度特性2022

Author(s)

Organizer

Data Source

[Presentation] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study.2022

Author(s)

Organizer

Data Source

[Presentation] 赤血球の形状変化による人工肺圧勾配の上昇2022

Author(s)

Organizer

Data Source

[Presentation] Neural Network-based Estimation of Microbubbles Generated in Cardiopulmonary Bypass Circuit: A Clinical Application Study2022

Author(s)

Organizer

Data Source

[Presentation] 人工肺の圧流量情報に基づく異常血液粘度の検出と血球形状変化2019

Author(s)

Organizer

Data Source

Miyamoto Satoshi 宮本聡史