Sugiyama Osamu 杉山治

Researcher Number	40586038
Other IDs
Affiliation (Current)	2025: 近畿大学, 情報学部, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2025: 近畿大学, 情報学部, 准教授 2020 – 2022: 京都大学, 医学研究科, 特定准教授 2017 – 2019: 京都大学, 医学研究科, 特定講師
Review Section/Research Field	Principal Investigator Basic Section 62010:Life, health and medical informatics-related Except Principal Investigator Basic Section 52040:Radiological sciences-related / Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields / Basic Section 56060:Ophthalmology-related / Basic Section 90130:Medical systems-related / Basic Section 61050:Intelligent robotics-related / Society medicine, Nursing, and related fields
Keywords	Except Principal Investigator 機械学習 / 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 … More / 非構造部材 / 広域災害 / 医療施設 / 地震災害 / システムダイナミクス / 地域医療 / 相転移 / システム分析 / 地域災害 / 事業継続性 / 災害医療 / 人工知能 / ゲノムワイド生存解析 / パキコロイド / ゲノムワイド関連解析 / 加齢黄斑変性 / パキコロイド新生血管 / 中心性漿液性脈絡網膜症 / 要約 / 診療録 / 医療情報 / 統計解析 / 退院時サマリ / 診療諸記録 / ひと触覚 / 人の触感覚 / ヒト触覚 / 触覚センサ / MEMS / 触覚識別モデル / 機械触覚 / 強化学習 / AI / MEMS触覚センサ / 触覚VR / 触覚 / 災害訓練 / 社会医学 / 会話分析 / SNS / 災害支援 Less

Fuzzyなルールベースアーキテクチャを備えた医療文書生成モデルの開発Principal Investigator
- Principal Investigator
  
  杉山治
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Kindai 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
工学的・医学的見地から評価する地震被災地域における地域医療のクリフエッジ
- Principal Investigator
  
  倉田真宏
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Kyoto University
Pathogenesis of age-related macular degeneration and pachychoroid neovasculopathy
- Principal Investigator
  
  Miyake Masahiro
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 56060:Ophthalmology-related
- Research Institution
  Kyoto University
Construction of an environment to provide medical information effectively by using various clinical records
- Principal Investigator
  
  岡本和也
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Kyoto University
Human like tactile sensation using stage learning model on MEMS tactile sensor
- Principal Investigator
  
  Noma Haruo
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61050:Intelligent robotics-related
- Research Institution
  Ritsumeikan University
Design of Social Networking Service Supporting communication among Digester Medical Assistance Team in Distressed Area
- Principal Investigator
  
  Noma Haruo
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Research Field
  
  Society medicine, Nursing, and related fields
- Research Institution
  Ritsumeikan University

All 2024 2023 2022 2020 2019 2018

All Journal Article Presentation

[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] 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] Leveraging Token-Based Concept Information and Data Augmentation in Few-Resource NER: ZuKyo-EN at the NTCIR-16 Real-MedNLP task2022
- Author(s)
  Joseph Cornelius, Oscar Lithgow-Serrano, Vani Kanjirangat, Fabio Rinaldi, Koji Fujimoto, Mizuho Nishio, Osamu Sugiyama, Kana Ichikawa, Farhad Nooralahzadeh, Aron Horvath, Michael Krauthammer
- Journal Title
  
  Proceedings of NTCIR-16
  
  Volume: - Pages: 316-321
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K07665
[Journal Article] Approach for Named Entity Recognition and Case Identification Implemented by ZuKyo-JA Sub-team at the NTCIR-16 Real-MedNLP Task2022
- Author(s)
  Koji Fujimoto, Mizuho Nishio, Osamu Sugiyama, Kana Ichikawa, Joseph Cornelius, Oscar Lithgow-Serrano, Vani Kanjirangat, Aron N Horvath, Farhad Nooralahzadeh, Michael Krauthammer, Fabio Rinaldi
- Journal Title
  
  Proceedings of NTCIR-16
  
  Volume: - Pages: 322-329
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K07665
[Journal Article] Detecting Severe Incidents from Electronic Medical Records Using Machine Learning Methods2020
- Author(s)
  Kazuya Okamoto, Takashi Yamamoto, Luciano H.O. Santos, Shusuke Hiragi, Osamu Sugiyama, Goshiro Yamamoto, Masahiro Hirose, and Tomohiro Kuroda
- Journal Title
  
  European Journal for Biomedical Informatics
  
  Volume: 16 Pages: 26-28
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12820
[Journal Article] Understanding the Situated Roles of Electronic Medical Record Systems to Enable Redesign: Mixed Methods Study2019
- Author(s)
  Helou Samar、Abou-Khalil Victoria、Yamamoto Goshiro、Kondoh Eiji、Tamura Hiroshi、Hiragi Shusuke、Sugiyama Osamu、Okamoto Kazuya、Nambu Masayuki、Kuroda Tomohiro
- Journal Title
  
  JMIR Human Factors
  
  Volume: 6 Issue: 3 Pages: e13812-e13812
- DOI
  10.2196/13812
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12820, KAKENHI-PROJECT-18H04076
[Presentation] ヒトを模した人工触覚の触り動作における素材識別率を向上させる学習モデルの研究2020
- Author(s)
  岡田一志, 下江輝, 大井翔, 松村耕平, 寒川雅之, 杉山治, 野間春生
- Organizer
  情報処理学会　インタラクション2020
- Data Source
  KAKENHI-PROJECT-18H03314
[Presentation] Analysis for the Annual Text Amount of Electronic Medical Records2019
- Author(s)
  Kenichiro Fujita, Osamu Sugiyama, Shusuke Hiragi, Kazuya Okamoto, Tadamasa Takemura, Tomohiro Kuroda
- Organizer
  MEDINFO 2019: Proceedings of the 17th World Congress on Medical and Health Information
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12820
[Presentation] 災害派遣医療チーム内におけるSNS ベースの情報管理システムの提案と開発2018
- Author(s)
  河合俊樹　茅野宏紀　神原春香　松村耕平　杉山治　下戸学　大鶴繁　野間春生　黒田知宏
- Organizer
  情報処理学会　インタラクション2018
- Data Source
  KAKENHI-PROJECT-17K19852
[Presentation] What's Going On?: A Disaster in Disaster Communication Between Medical Teams at Hospitals2018
- Author(s)
  Toshiki Kawai,　Hiroki Chino,　Kohei Matsumura,　Haruo Noma,　Osamu Sugiyama,　Manabu Shimoto,　Shigeru Ohtsuru,　Tomohiro Kuroda
- Organizer
  CSCW '18 The 21st ACM Conference on Computer-Supported Cooperative Work and Social Computing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K19852

1. Noma Haruo (00374108)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
2. 黒田知宏 (10304156)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
3. 加藤源太 (20571277)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. 大鶴繁 (60437225)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
5. 松村耕平 (80629600)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
6. Miyake Masahiro (90812793)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 下戸学 (80548412)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
8. 東山篤規 (00118001)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 佐藤克成 (00708381)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 北川章夫 (10214785)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 秋田純一 (10303265)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 寒川雅之 (70403128)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
13. 岡本和也 (60565018)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
14. 山本豪志朗 (70571446)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
15. 辻川明孝 (40402846)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 長崎正朗 (90396862)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 山田亮 (50301106)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. 倉田真宏 (70624592)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. 趙晃済 (00706707)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. 小島紘太郎 (10822786)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. 藤田皓平 (40648713)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. 金尾伊織 (80372564)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
23. 西尾瑞穂 (50581998)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
24. 藤本晃司 (10580110)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
25. 倉田靖桐 (40836178)

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Sugiyama Osamu 杉山 治

Research Projects

Research Products

Co-Researchers

Fuzzyなルールベースアーキテクチャを備えた医療文書生成モデルの開発Principal 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

工学的・医学的見地から評価する地震被災地域における地域医療のクリフエッジ

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Pathogenesis of age-related macular degeneration and pachychoroid neovasculopathy

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Construction of an environment to provide medical information effectively by using various clinical records

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Human like tactile sensation using stage learning model on MEMS tactile sensor

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Design of Social Networking Service Supporting communication among Digester Medical Assistance Team in Distressed Area

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

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

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Leveraging Token-Based Concept Information and Data Augmentation in Few-Resource NER: ZuKyo-EN at the NTCIR-16 Real-MedNLP task2022

Author(s)

Journal Title

Data Source

[Journal Article] Approach for Named Entity Recognition and Case Identification Implemented by ZuKyo-JA Sub-team at the NTCIR-16 Real-MedNLP Task2022

Author(s)

Journal Title

Data Source

[Journal Article] Detecting Severe Incidents from Electronic Medical Records Using Machine Learning Methods2020

Author(s)

Journal Title

Data Source

[Journal Article] Understanding the Situated Roles of Electronic Medical Record Systems to Enable Redesign: Mixed Methods Study2019

Author(s)

Journal Title

DOI

Data Source

[Presentation] ヒトを模した人工触覚の触り動作における素材識別率を向上させる学習モデルの研究2020

Author(s)

Organizer

Data Source

[Presentation] Analysis for the Annual Text Amount of Electronic Medical Records2019

Author(s)

Organizer

Sugiyama Osamu 杉山治