Yagi Naomi 八木直美

Researcher Number	40731708
Other IDs	https://orcid.org/0000-0002-2435-6509
Affiliation (Current)	2025: 兵庫県立大学, 先端医療工学研究所, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 兵庫県立大学, 先端医療工学研究所, 准教授 2018 – 2021: 姫路獨協大学, 医療保健学部, 准教授 2017: 兵庫医科大学, 医学部, 講師 2016: 兵庫医科大学, 医学部, 助教 2014 – 2016: 京都大学, 医学(系)研究科(研究院), 研究員 2014: 京都大学, 医学(系)研究科(研究院), 特定研究員
Review Section/Research Field	Principal Investigator Basic Section 90150:Medical assistive technology-related / Rehabilitation science/Welfare engineering / Respiratory organ internal medicine Except Principal Investigator Basic Section 61040:Soft computing-related / Basic Section 09070:Educational technology-related / Basic Section 90150:Medical assistive technology-related / Soft computing
Keywords	Principal Investigator 音響解析 / 簡易診断システム / 人工知能 / リハビリテーション / 発話障害 / スクリーニング / 誤嚥 / パターン認識 / 生体信号解析 / 嚥下障害 … More / 機能評価 / 誤嚥性肺炎 / ファジィ / ソフトコンピューティング / 嚥下 … More Except Principal Investigator 医工学 / 人工知能 / ３次元データ / 病変検出 / 単純X線 / 3次元画像データ / 転移学習 / 便秘診断支援 / 骨盤骨折検出 / 深層学習モデル / 疑似2次元画像生成 / 習熟度評価 / ウェアラブルデバイス / 画像診断技術 / 医療安全 / 教育コンテンツ / 医療従事者養成 / 医療機器点検 / メガネ型ウェアラブルデバイス / 画像処理技術 / 拡張現実 / 医療福祉工学 / 摂食嚥下 / 超音波検査 / リハビリテーション / クラスタリング / 疾病 / 健康診断データ解析 / ファジィ理論 / ソフトコンピューテング / 情報処理 / 健康管理 / データ解析 / 予知 / 医用画像 / ソフトコンピューティング / 生活習慣病 / 健康データ解析 / 医療・福祉 / ウエアラブルセンサー / BMI / 血液データ / MRA画像処理 / MEMSセンサー / ファジィ論理 / 予測 / 統計処理 / 自己組織化マップ / 健康診断データ / 情報工学 Less

3次元データを用いた疑似画像生成による2次元単純X線AI病変検出モデル確立
- Principal Investigator
  
  小橋昌司
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  University of Hyogo
ウェアラブルデバイスによる拡張現実と画像処理技術を用いた実技技能評価ツールの構築
- Principal Investigator
  
  布江田友理
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09070:Educational technology-related
- Research Institution
  Morinomiya University of Medical Sciences
嚥下超音波検査法と深層学習を融合した誤嚥検出アルゴリズムの開発
- Principal Investigator
  
  永見慎輔
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90150:Medical assistive technology-related
- Research Institution
  Kawasaki University of Medical Welfare
Rehabilitation support system for speech disorder by acoustic analysisPrincipal Investigator
- Principal Investigator
  
  Yagi Naomi
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90150:Medical assistive technology-related
- Research Institution
  University of Hyogo
  Himeji Dokkyo University
Biosignal Analysis for Screening Dysphagia in daytime and nighttime based on Pattern recognitionPrincipal Investigator
- Principal Investigator
  
  Yagi Naomi
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Rehabilitation science/Welfare engineering
- Research Institution
  Himeji Dokkyo University
  Hyogo Medical University
Evaluation Algorithm of Swallowing FunctionPrincipal Investigator
- Principal Investigator
  
  Yagi Naomi
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Respiratory organ internal medicine
- Research Institution
  Kyoto University
An analysis to prevent human life style diseases in health check up data
- Principal Investigator
  
  HATA Yutaka
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Soft computing
- Research Institution
  University of Hyogo

All 2023 2022 2018 2017 2016 2015 Other

All Journal Article Presentation

[Journal Article] Abnormal Articulation Detecting Model with Fluctuation Measurements using Acoustic Analysis2023
- Author(s)
  Naomi Yagi, Yutaka Hata, Yoshitada Sakai
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: Vol. 27, No. 5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K20751
[Journal Article] Using Machine Learning and a Combination of Respiratory Flow, Laryngeal Motion, and Swallowing Sounds to Classify Safe and Unsafe Swallowing2018
- Author(s)
  Katsufumi Inoue, Michifumi Yoshioka, Naomi Yagi, Shinsuke Nagami, Yoshitaka Oku
- Journal Title
  
  IEEE Transactions on Biomedical Engineering
  
  Volume: 19 February 2018 Issue: 11 Pages: 1-1
- DOI
  10.1109/tbme.2018.2807487
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16264, KAKENHI-PROJECT-16K01546
[Journal Article] Inappropriate Timing of Swallow in the Respiratory Cycle Causes Breathing Swallowing Discoordination2017
- Author(s)
  Yagi Naomi、Oku Yoshitaka、Nagami Shinsuke、Yamagata Yoshie、Kayashita Jun、Ishikawa Akira、Domen Kazuhisa、Takahashi Ryosuke
- Journal Title
  
  Frontiers in Physiology
  
  Volume: 8 Pages: 1-11
- DOI
  10.3389/fphys.2017.00676
- NAID
  120006358592
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K01546, KAKENHI-PROJECT-16K16264
[Journal Article] Breathing swallowing discoordination is associated with frequent exacerbations of COPD2017
- Author(s)
  Nagami Shinsuke、Oku Yoshitaka、Yagi Naomi、Sato Susumu、Uozumi Ryuji、Morita Satoshi、Yamagata Yoshie、Kayashita Jun、Tanimura Kazuya、Sato Atsuyasu、Takahashi Ryosuke、Muro Shigeo
- Journal Title
  
  BMJ Open Respiratory Research
  
  Volume: 4 Issue: 1 Pages: e000202-e000202
- DOI
  10.1136/bmjresp-2017-000202
- NAID
  120006355759
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K01546, KAKENHI-PROJECT-16K09536, KAKENHI-PROJECT-16K16264
[Journal Article] A noninvasive swallowing measurement system using a combination of respiratory flow, swallowing sound, and laryngeal motion2016
- Author(s)
  N. Yagi, S. Nagami, M. K. Lin, T. Yabe, M. Itoda, T. Imai, Y. Oku
- Journal Title
  
  Medical & Biological Engineering & Computing Journal
  
  Volume: - Issue: 6 Pages: 1-17
- DOI
  10.1007/s11517-016-1561-2
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01546, KAKENHI-PROJECT-16K16264
[Presentation] Investigation of Inspection Methods in Acoustic Analysis Using Pronunciation Feature Extraction2022
- Author(s)
  Naomi Yagi, Yutaka Hata, Yoshitada Sakai
- Organizer
  2022 International Conference on Machine Learning and Cybernetics (ICMLC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20751
[Presentation] Inspiration before or after Swallow - Predisposition to Aspiration and Exacerbation?2017
- Author(s)
  Y. Oku, N. Yagi, S. Nagami
- Organizer
  7th European Society for Swallowing Disorders Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01546
[Presentation] Investigation on Swallowing Disorder in Biometric Data Measurement2017
- Author(s)
  Naomi Yagi
- Organizer
  the 6th International Conference on Informatics, Electronics & Vision & 7th International Symposium in Computational Medical and Health Technology
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01546
[Presentation] Bioinformation Measurement for Dysphagia2016
- Author(s)
  Naomi Yagi
- Organizer
  2016 International Conference on Machine Learning and Cybernetics and 2016 International Conference on Wavelet Analysis and Pattern Recognition
- Place of Presentation
  Maison Glad Hotel(済州島・韓国)
- Year and Date
  2016-07-10
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01546
[Presentation] 呼吸と嚥下の整合性から見た COPD 患者の嚥下機能異常2016
- Author(s)
  永見慎輔, 室繁郎, 佐藤篤靖, 佐藤晋, 八木直美, 越久仁敬
- Organizer
  第24回バイオフィジィオロジー研究会
- Place of Presentation
  ホテル京阪京都（日本・京都）
- Year and Date
  2016-03-04
- Data Source
  KAKENHI-PROJECT-26893125
[Presentation] 物性調整した食品別の嚥下動態の相違と適切な嚥下調整食選択への応用2016
- Author(s)
  永見慎輔, 八木直美, 魚住龍史, 山縣誉志江, 延原浩, 平位知久, 伊藤圭子, 田中信吾, 森田智視, 高橋良輔, 栢下淳, 越久仁敬
- Organizer
  第39回日本嚥下医学会学術講演会
- Place of Presentation
  大阪国際交流センター（日本・大阪）
- Year and Date
  2016-02-11
- Data Source
  KAKENHI-PROJECT-26893125
[Presentation] MCI患者における嚥下機能の変化2016
- Author(s)
  濱口達也, 高田柚乃加, 松枝沙弥香, 高田優, 八木直美, 永見慎輔, 岡田雅博, 越久仁敬
- Organizer
  第2回淡路島早期認知症研究会学術集会
- Place of Presentation
  しづかホール（兵庫県淡路市）
- Data Source
  KAKENHI-PROJECT-16K01546
[Presentation] 嚥下音・喉頭変位呼吸圧データに基づく障害判定の検討2016
- Author(s)
  井上勝文, 吉岡理文, 八木直美, 永見慎輔, 上野博司, 越久仁敬
- Organizer
  第12回日本神経筋疾患摂食・嚥下・栄養研究会
- Place of Presentation
  とりぎん文化会館(鳥取県鳥取市)
- Year and Date
  2016-10-22
- Data Source
  KAKENHI-PROJECT-16K01546
[Presentation] Swallow Evaluation System2016
- Author(s)
  Naomi Yagi
- Organizer
  The 6th International Conference on Electronics, Communications and Networks
- Place of Presentation
  Macau University of Science and Technology(マカオ)
- Year and Date
  2016-12-11
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K01546
[Presentation] Bioinformation Measurement for Dysphagia2015
- Author(s)
  N. Yagi
- Organizer
  2015 International Conference on Machine Learning and Cybernetics and 2015 International Conference on Wavelet Analysis and Pattern Recognition
- Place of Presentation
  Holiday Inn Guangzhou Shifu（中国・広州）
- Year and Date
  2015-07-11
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26893125
[Presentation] Noninvasive Assessments of Swallowing Function by Sound Frequency Analysis2015
- Author(s)
  N. Yagi, S. Nagami, H. Ueno, T. Yabe, J. Kayashita, Meng-Kuan Lin, Y. Oke and Y. Oku
- Organizer
  the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
- Place of Presentation
  MiCo Milano Congressi（イタリア・ミラノ）
- Year and Date
  2015-08-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26893125
[Presentation] Swallow-Monitoring System with Acoustic Analysis for Dysphagia
- Author(s)
  八木　直美
- Organizer
  2014 IEEE Int. Conf. on Systems, Man and Cybernetics
- Place of Presentation
  Paradise Point（アメリカ・サンディエゴ）
- Year and Date
  2014-10-05 – 2014-10-08
- Data Source
  KAKENHI-PROJECT-26893125
[Presentation] 2014 IEEE Int. Conf. on Systems, Man and Cybernetics
- Author(s)
  八木　直美
- Organizer
  第57回自動制御連合講演会
- Place of Presentation
  ホテル天坊（群馬県渋川市）
- Year and Date
  2014-11-10 – 2014-11-12
- Data Source
  KAKENHI-PROJECT-26893125

1. 小橋昌司 (00332966)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
2. 越久仁敬 (20252512)

# of Collaborated Projects: 2 results

# of Collaborated Products: 7 results
3. 永見慎輔 (60744042)

# of Collaborated Projects: 2 results

# of Collaborated Products: 7 results
4. HATA Yutaka (20218473)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 山川烈 (00005547)

# of Collaborated Projects: 1 results

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6. 森本雅和 (10305683)

# of Collaborated Projects: 1 results

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7. 藤田孝之 (50336830)

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8. 前中一介 (70173721)

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9. 上浦尚武 (80275312)

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10. 新居学 (80336833)

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11. 酒井良忠 (90397802)

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12. 倉本圭 (70524627)

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13. 前田圭介 (50775179)

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14. 福永真哉 (00296188)

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15. 池野雅裕 (60612976)

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16. 原山秋 (40847886)

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17. 清水昭雄 (50965035)

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18. 堺琴美 (30907035)

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19. 布江田友理 (00643298)

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20. 木下芳一 (30243306)

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21. 村津裕嗣 (30273783)

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22. 圓尾明弘 (00899718)

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23. 佐貫毅 (90514943)

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24. 藤田大輔 (90907867)

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Yagi Naomi 八木 直美

Research Projects

Research Products

Co-Researchers

3次元データを用いた疑似画像生成による2次元単純X線AI病変検出モデル確立

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

ウェアラブルデバイスによる拡張現実と画像処理技術を用いた実技技能評価ツールの構築

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

嚥下超音波検査法と深層学習を融合した誤嚥検出アルゴリズムの開発

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Rehabilitation support system for speech disorder by acoustic analysisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Biosignal Analysis for Screening Dysphagia in daytime and nighttime based on Pattern recognitionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Evaluation Algorithm of Swallowing FunctionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

An analysis to prevent human life style diseases in health check up data

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Abnormal Articulation Detecting Model with Fluctuation Measurements using Acoustic Analysis2023

Author(s)

Journal Title

Data Source

[Journal Article] Using Machine Learning and a Combination of Respiratory Flow, Laryngeal Motion, and Swallowing Sounds to Classify Safe and Unsafe Swallowing2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Inappropriate Timing of Swallow in the Respiratory Cycle Causes Breathing Swallowing Discoordination2017

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Breathing swallowing discoordination is associated with frequent exacerbations of COPD2017

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] A noninvasive swallowing measurement system using a combination of respiratory flow, swallowing sound, and laryngeal motion2016

Author(s)

Journal Title

DOI

Data Source

[Presentation] Investigation of Inspection Methods in Acoustic Analysis Using Pronunciation Feature Extraction2022

Author(s)

Organizer

Data Source

[Presentation] Inspiration before or after Swallow - Predisposition to Aspiration and Exacerbation?2017

Author(s)

Organizer

Data Source

Yagi Naomi 八木直美