Sugimori Hiroyuki 杉森博行

Researcher Number	20711899
Other IDs	https://orcid.org/0000-0002-7796-5113
Affiliation (Current)	2025: 北海道大学, 保健科学研究院, 准教授
Affiliation (based on the past Project Information) *help	2019 – 2024: 北海道大学, 保健科学研究院, 准教授 2017 – 2018: 北海道大学, 保健科学研究院, 講師
Review Section/Research Field	Principal Investigator Basic Section 58010:Medical management and medical sociology-related / Basic Section 52040:Radiological sciences-related Except Principal Investigator Basic Section 53030:Respiratory medicine-related / Basic Section 58050:Fundamental of nursing-related / Basic Section 52040:Radiological sciences-related / Basic Section 90130:Medical systems-related / Basic Section 56010:Neurosurgery-related / Basic Section 55010:General surgery and pediatric surgery-related / Radiation science
Keywords	Principal Investigator 医療AI / 人工知能 / 画像診断支援 / MedicalAI / 脳虚血性病変 / Radiomics / 虚血性脳血管障害 / 深層学習による脳虚血性病変中抽出 / 予後予測モデル / 予後予測 / 深層学習 / 医用画像解析 … More Except Principal Investigator … More MRI / AI / neurosurgery / adverse event / video analysis / artificial intelligence / glymphatic system / 安定同位体 / 水動態 / 臨床判断 / 療養指導 / 糖尿病 / エンドタイプ / 閉塞性肺疾患 / phenotyping / COPD / 気管支喘息 / near miss / アクアポリン / 肺動脈性肺高血圧症 / インスリン療法 / 皮下硬結 / 人工知能 / 超音波画像診断 / インスリン由来アミロイドーシス / 自動画像判読 / 携帯型超音波診断装置 / システム構築 / エコーファントム / 画像自動判読 / 深層学習 / motion analysis / virtual reality / artifcial intelligence / deep learning / AVM / carotid endarterectomy / surgical skill / Glymphatic system / 同位体顕微鏡 / 灌流 / 臓器灌流 / 臓器保存 / 虚血再灌流 / ミトコンドリア / 重水 / 心停止ドナー / 虚血再灌流障害 / 機能評価 / 酸化ストレス / 単純冷保存 / 機械灌流 / 肝移植 / 脂肪肝 / 肺癌 / 非侵襲 / 腫瘍 / 非侵襲的導電率画像 / 非侵襲的 / 縦隔 / 肺 / 導電率 Less

Elucidation of Water Dynamics in the Glymphatic System by Stable Isotope Water Molecule Imaging
- Principal Investigator
  
  工藤與亮
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Hokkaido University
Development of a Cloud-Based Diagnostic Support System with AI-Driven Evolutionary Knowledge UpdatingPrincipal Investigator
- Principal Investigator
  
  杉森博行
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58010:Medical management and medical sociology-related
- Research Institution
  Hokkaido University
Neurosurgical AI for the Prevention of Intraoperative Near Miss Events
- Principal Investigator
  
  伊藤康裕
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Hokkaido University
Deep phenotyping toward the precision medicine for chronic airway diseases
- Principal Investigator
  
  今野哲
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 53030:Respiratory medicine-related
- Research Institution
  Hokkaido University
糖尿病熟練看護師の臨床判断に基づいたAIによる療養指導サポートシステムの検討
- Principal Investigator
  
  吉田祐子
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58050:Fundamental of nursing-related
- Research Institution
  Sapporo University of Health Sciences
Elucidating the pathogenesis of childhood-onset pulmonary hypertension through multifaceted pathological investigation based on deep learning
- Principal Investigator
  
  永井礼子
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 53030:Respiratory medicine-related
- Research Institution
  Hokkaido University
Multi-scale Imaging of Water Molecules using MRI and Isotope Microscope
- Principal Investigator
  
  Kudo Kohsuke
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Hokkaido University
Development of a Prognostic Method Integrating AI and Radiomics Analysis in Cerebral Ischemic LesionsPrincipal Investigator
- Principal Investigator
  
  Sugimori Hiroyuki
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Hokkaido University
Multiple advanced video analysis to elucidate the 'complexity' of microsurgery
- Principal Investigator
  
  杉山拓
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56010:Neurosurgery-related
- Research Institution
  Hokkaido University
AI技術によるインスリン自己注射管理指導のためのエコーシステムの開発
- Principal Investigator
  
  菊地実
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58050:Fundamental of nursing-related
- Research Institution
  Japan Healthcare University
  Hokkaido University
Exploaration of an optimal ex vivo perfusion method and non-invasive evaluation of graft function for less-than-ideal liver grafts
- Principal Investigator
  
  Shimamura Tsuyoshi
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 55010:General surgery and pediatric surgery-related
- Research Institution
  Hokkaido University
Development of A Noninvasive Electrical Conductivity Measurement System for Lung Tumors
- Principal Investigator
  
  Tha Khin Khin
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Hokkaido University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Deep learning-based video-analysis of instrument motion in microvascular anastomosis training2024
- Author(s)
  Sugiyama Taku、Sugimori Hiroyuki、Tang Minghui、Ito Yasuhiro、Gekka Masayuki、Uchino Haruto、Ito Masaki、Ogasawara Katsuhiko、Fujimura Miki
- Journal Title
  
  Acta Neurochirurgica
  
  Volume: 166 Issue: 1 Pages: 6-6
- DOI
  10.1007/s00701-024-05896-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K09091, KAKENHI-PROJECT-21K16623
[Journal Article] Imaging of <sup>17</sup>O-labeled Water Using Fast T2 Mapping with T2-preparation: A Phantom Study2024
- Author(s)
  Kameda Hiroyuki、Nakada Yumi、Urushibata Yuta、Sugimori Hiroyuki、Fujii Takaaki、Kinota Naoya、Kato Daisuke、Tang Minghui、Sakamoto Keita、Kudo Kohsuke
- Journal Title
  
  Magnetic Resonance in Medical Sciences
  
  Volume: - Issue: 2 Pages: 269-275
- DOI
  10.2463/mrms.tn.2023-0152
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K15856, KAKENHI-PROJECT-21H02857
[Journal Article] The montage method improves the classification of suspected acute ischemic stroke using the convolution neural network and brain MRI2023
- Author(s)
  Oura Daisuke、Gekka Masayuki、Sugimori Hiroyuki
- Journal Title
  
  Radiological Physics and Technology
  
  Volume: 17 Issue: 1 Pages: 297-305
- DOI
  10.1007/s12194-023-00754-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07586
[Journal Article] Prostatic urinary tract visualization with super-resolution deep learning models2023
- Author(s)
  Yoshimura Takaaki、Nishioka Kentaro、Hashimoto Takayuki、Mori Takashi、Kogame Shoki、Seki Kazuya、Sugimori Hiroyuki、Yamashina Hiroko、Nomura Yusuke、Kato Fumi、Kudo Kohsuke、Shimizu Shinichi、Aoyama Hidefumi
- Journal Title
  
  PLOS ONE
  
  Volume: 18 Issue: 1 Pages: 0280076-0280076
- DOI
  10.1371/journal.pone.0280076
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K15797, KAKENHI-PROJECT-21H02857, KAKENHI-PROJECT-23K24269
[Journal Article] Rapid and Reliable Steatosis Rat Model Shrsp5-Dmcr for Cold Storage Experiment2023
- Author(s)
  Fukai Moto、Sugimori Hiroyuki、Sakamoto Sodai、Shibata Kengo、Kameda Hiroyuki、Ishikawa Takahisa、Kawamura Norio、Fujiyoshi Masato、Fujiyoshi Sunao、Kudo Kohsuke、Shimamura Tsuyoshi、Taketomi Akinobu
- Journal Title
  
  Transplantation Proceedings
  
  Volume: - Issue: 4 Pages: 1032-1035
- DOI
  10.1016/j.transproceed.2023.02.063
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K17256, KAKENHI-PROJECT-19K18018, KAKENHI-PROJECT-22K15856, KAKENHI-PROJECT-21H02857
[Journal Article] Predicting Mechanical Thrombectomy Outcome and Time Limit through ADC Value Analysis: A Comprehensive Clinical and Simulation Study Using Machine Learning2023
- Author(s)
  Oura Daisuke、Takamiya Soichiro、Ihara Riku、Niiya Yoshimasa、Sugimori Hiroyuki
- Journal Title
  
  Diagnostics
  
  Volume: 13 Issue: 13 Pages: 2138-2138
- DOI
  10.3390/diagnostics13132138
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K07586
[Journal Article] Tissue Acceleration as a Novel Metric for Surgical Performance During Carotid Endarterectomy2023
- Author(s)
  Sugiyama Taku、Ito Masaki、Sugimori Hiroyuki、Tang Minghui、Nakamura Toshitaka、Ogasawara Katsuhiko、Matsuzawa Hitoshi、Nakayama Naoki、Lama Sanju、Sutherland Garnette R.、Fujimura Miki
- Journal Title
  
  Operative Neurosurgery
  
  Volume: 25 Pages: 343-352
- DOI
  10.1227/ons.0000000000000815
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09091
[Journal Article] Age Estimation from Brain Magnetic Resonance Images Using Deep Learning Techniques in Extensive Age Range2023
- Author(s)
  Usui Kousuke、Yoshimura Takaaki、Tang Minghui、Sugimori Hiroyuki
- Journal Title
  
  Applied Sciences
  
  Volume: 13 Issue: 3 Pages: 1753-1753
- DOI
  10.3390/app13031753
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K07586
[Journal Article] Establishment of a New Qualitative Evaluation Method for Articular Cartilage by Dynamic T2w MRI Using a Novel Contrast Medium as a Water Tracer2022
- Author(s)
  Hosokawa Yoshiaki、Onodera Tomohiro、Homan Kentaro、Yamaguchi Jun、Kudo Kohsuke、Kameda Hiroyuki、Sugimori Hiroyuki、Iwasaki Norimasa
- Journal Title
  
  CARTILAGE
  
  Volume: 13 Issue: 3 Pages: 1-10
- DOI
  10.1177/19476035221111503
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K15856, KAKENHI-PROJECT-21H02857, KAKENHI-PROJECT-19K17256
[Journal Article] Simultaneous depiction of clot and MRA using 1?min phase contrast angiography in acute ischemic patients2022
- Author(s)
  Oura Daisuke、Gekka Masayuki、Morishima Yutaka、Niiya Yoshimasa、Ihara Riku、Ebina Thubasa、Sugimori Hiroyuki
- Journal Title
  
  Magnetic Resonance Imaging
  
  Volume: 93 Pages: 149-156
- DOI
  10.1016/j.mri.2022.08.011
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07586
[Journal Article] Quantitative magnetic resonance imaging for evaluating of the cerebrospinal fluid kinetics with 17O-labeled water tracer: A preliminary report2022
- Author(s)
  Sugimori Hiroyuki、Kameda Hiroyuki、Harada Taisuke、Ishizaka Kinya、Kajiyama Masayoshi、Kimura Tasuku、Udo Niki、Matsushima Masaaki、Nagai Azusa、Wakita Masahiro、Kusumi Ichiro、Yabe Ichiro、Kudo Kohsuke
- Journal Title
  
  Magnetic Resonance Imaging
  
  Volume: 87 Pages: 77-85
- DOI
  10.1016/j.mri.2021.12.005
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H02857, KAKENHI-PROJECT-22K15856, KAKENHI-PROJECT-19K17256
[Presentation] 近未来手術支援システム構築を想定した手術映像分析による探索研究　 ―CEAにおける組織加速度評価2023
- Author(s)
  杉山　拓，伊東雅基，杉森博行，唐明輝，中村俊孝，新保大輔，小笠原克彦，藤村幹
- Organizer
  第52回日本脳卒中の外科学会
- Data Source
  KAKENHI-PROJECT-21K09091
[Presentation] Video-based measurement of tissue acceleration as a novel metric for surgical performance during carotid endarterectomy2023
- Author(s)
  Sugiyama T, Ito M, Sugimori H, Tang M, Ogasawara K, Fujimura M
- Organizer
  18th World Congress of Neurosurgery
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09091
[Presentation] “技”を伝承するための手術映像分析研究 ―CEAにおける組織加速度評価2023
- Author(s)
  杉山拓, 伊東雅基, 杉森博行, 唐明輝, 中村俊孝, 新保大輔, 小笠原克彦, 藤村幹
- Organizer
  第32回脳神経外科手術と機器学会（CNTT）
- Data Source
  KAKENHI-PROJECT-21K09091
[Presentation] Clinical usefulness and technical aspects of a 7-min MRI protocol for the fastest acute ischemic stroke treatment2023
- Author(s)
  D.Oura, R. Ihara, T.Yokohama, Y.Niiya, K.Furukawa, M.Gekka, S.Takamiya, H.Sugimori
- Organizer
  European Congress of Radiology 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] 患者安全と手術伝承のためのCEAビデオ分析　―頚動脈剥離における組織加速度評価2023
- Author(s)
  杉山　拓，伊東雅基，杉森博行，唐明輝，中村俊孝，中山若樹，松澤等，小笠原克彦，藤村幹
- Organizer
  第82回日本脳神経外科学会学術総会
- Data Source
  KAKENHI-PROJECT-21K09091
[Presentation] CEAにおける患者安全と外科教育のための手術映像分析研究　―頚動脈剥離における組織加速度評価2023
- Author(s)
  杉山　拓，伊東雅基，杉森博行，唐明輝，中村俊孝，小笠原克彦，藤村幹
- Organizer
  第41回The Mt. Fuji Workshop on CVD
- Data Source
  KAKENHI-PROJECT-21K09091
[Presentation] The Usefulness of the Montage Method in the Classification of Brain MRI of Patients Suspected Acute Ischemic Stroke using Convolution Neural Network2022
- Author(s)
  Daisuke Oura, Hiroyuki Sugimori
- Organizer
  第50回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] 深層学習を用いた脳梗塞領域抽出における教師画像の工夫による評価指標の比較2022
- Author(s)
  森谷竜馬, 吉村高明, 唐明輝, 杉森博行
- Organizer
  第78回日本放射線技術学会北海道支部秋季大会
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] Deep Learning技術を用いた脳MRI画像によるヒトの年齢推定手法の検討2022
- Author(s)
  薄井康輔, 吉村高明, 唐明輝, 杉森博行
- Organizer
  第50回日本放射線技術学会秋季学術大会
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] 背景情報の少ない医用画像における物体検出の学習最適化の基礎的検討2021
- Author(s)
  山田宝生, 真鍋圭祐, 浅見祐輔, 杉森博行
- Organizer
  日本放射線技術学会
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] 主幹動脈閉塞における短時間Phase Contrast Angiographyを用いたMRAと塞栓物質の同時描出2021
- Author(s)
  大浦大輔, 伊原陸, 蛯名翼, 月花正幸, 杉森博行
- Organizer
  日本放射線技術学会
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] MRIに特化したCNN(convolutional neural network)の開発2021
- Author(s)
  真鍋圭佑, 山田宝生, 浅見祐輔, 杉森博行
- Organizer
  日本放射線技術学会
- Data Source
  KAKENHI-PROJECT-21K07586
[Presentation] Semantic segmentation(SS)技術におけるData augmentation(DA)の手法と効果の検証2021
- Author(s)
  浅見祐輔, 山田宝生, 真鍋圭佑, 杉森博行
- Organizer
  日本放射線技術学会
- Data Source
  KAKENHI-PROJECT-21K07586

1. Kudo Kohsuke (10374232)

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2. 村上正晃 (00250514)

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3. 小畠隆行 (00285107)

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6. 安井正人 (90246637)

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7. 杉山拓 (70748863)

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9. 伊東雅基 (10399850)

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13. Shimamura Tsuyoshi (00333617)

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38. 吉村高明

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Sugimori Hiroyuki 杉森 博行

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Development of a Cloud-Based Diagnostic Support System with AI-Driven Evolutionary Knowledge UpdatingPrincipal Investigator

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Development of a Prognostic Method Integrating AI and Radiomics Analysis in Cerebral Ischemic LesionsPrincipal Investigator

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[Journal Article] Deep learning-based video-analysis of instrument motion in microvascular anastomosis training2024

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[Journal Article] Imaging of &lt;sup&gt;17&lt;/sup&gt;O-labeled Water Using Fast T2 Mapping with T2-preparation: A Phantom Study2024

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[Journal Article] The montage method improves the classification of suspected acute ischemic stroke using the convolution neural network and brain MRI2023

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DOI

Sugimori Hiroyuki 杉森博行

[Journal Article] Imaging of <sup>17</sup>O-labeled Water Using Fast T2 Mapping with T2-preparation: A Phantom Study2024

[Presentation] 近未来手術支援システム構築を想定した手術映像分析による探索研究　 ―CEAにおける組織加速度評価2023

[Presentation] 患者安全と手術伝承のためのCEAビデオ分析　―頚動脈剥離における組織加速度評価2023