Rchr
J-GLOBAL ID:201601008280904400
Update date: Mar. 25, 2024
Emi Yuda
ユダ エミ | Emi Yuda
Affiliation and department:
Job title:
Associate Professor
Other affiliations (4):
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Tohoku University
New Industry Creation Hatchery Center
Associate Professor
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Tohoku University
Center for Data-driven Science and Artificial Intelligence
Associate Professor
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Tohoku University
SmartAging Research Center Div. Human Welfare Engineering
Associate Professor
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Tohoku University
Unprecedented-scale Data Analytics Center
Associate Professor
Research field (7):
Safety engineering
, Social systems engineering
, Local studies
, Nutrition and health science
, Biomaterials
, Biomedical engineering
, Biological, health, and medical informatics
Research keywords (7):
生体情報学
, 生体信号処理
, Biomedical Engineering
, ergonomics
, Affective Science and Engineering
, ビッグデータ
, 医療情報学
Research theme for competitive and other funds (22):
- 2021 - 2025 イメージプレチスモグラムによる血管状態推定を用いた動脈紋認証に関する基礎的研究
- 2023 - 2025 Application of Seat Pressure Sensor Data: Construction of Drowsiness Detection Index and Implementation Survey for the Era of Automated Driving
- 2020 - 2024 Inconvenient truth of autonomous driving--Automatic detection and prevention of driver's motion sickness
- 2024 - 2024 Method for objectively evaluation of human-robot interactions using emotion measurement
- 2022 - 2024 Research on correspondence between Brain and Heart Rate
- 2023 - 2024 Autogeneration of HRV data for subarachnoid hemmorhage
- 2021 - 2023 Classification of Heart Rate Variability Indices in Monkeys and Humans using Machine Learning
- 2022 - 2023 Experiment of New Continuous Exercise Therapy Protocol in Care Studio
- 2022 - 2023 オープンデータを活用したフードロス配分に向けた実装研究
- 2021 - 2023 生体信号の利活用に向けたセキュアなオープンデータベースの開発
- 2021 - 2023 Dynamic Systems Theory (DST) of the Human as Long-Term Measurement
- 2021 - 2022 脈波解析を用いた心原性脳梗塞早期スクリーニング手法の開発
- 2021 - 2022 深部体温変動検出を用いた VR 酔いによる主観的不快感の推定手法
- 2020 - 2022 Elucidation of long-term individual circabidian rhythm by pulse wave data using AI
- 2020 - 2022 光環境におけるヒトの快適性評価手法の開発
- 2019 - 2022 サイバーとフィジカルの高度な融合に向けたAI技術の革新
- 2019 - 2022 さりげないセンサ技術とセンシングシステムの研究開発と実用化
- 2021 - 2021 ビッグデータ解析を用いたヒトの生体リズム変化への影響
- 2020 - 2021 Ministry of Economy, Trade and Industry
- 2020 - 2021 Development of Cloud-Based Non-Contact Physical Condition Monitoring Systems in the After-Corona Era
- 2018 - 2020 クラウドを活用した運送ドライバー向け眠気検知サポートサービスの開発・展開事業
- 2015 - 2017 有機 EL 材料の評価基盤技術開発
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Papers (77):
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Yutaka Yoshida, Kohei Kowata, Ryotaro Abe, Emi Yuda. Evaluation of Fatigue in Older Drivers Using a Multimodal Medical Sensor and Driving Simulator. Electronics. 2024
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Junichiro Hayano, Mine Adachi, Fumihiko Sasaki, Emi Yuda. Quantitative detection of sleep apnea in adults using inertial measurement unit embedded in wristwatch wearable devices. Scientific reports. 2024. 14. 1. 4050-4050
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Junichiro Hayano, Hiroaki Yamamoto, Haruhito Tanaka, Emi Yuda. Piezoelectric rubber sheet sensor: a promising tool for home sleep apnea testing. Sleep and Breathing. 2024
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Yutaka Yoshida, Emi Yuda. Verify of Left and Right Differences in Sleep Index using the Ring-type Sensor. Advances in Science, Technology and Engineering Systems Journal. 2024. 9. 1. 9-14
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Yutaka Yoshida, Yuta Tarusawa, Asahi Nishimura, Emi Yuda. Urinary Sodium/Potassium Ratio Index Estimates Ionic Balance in Humans. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2023. 27. 6. 1137-1141
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MISC (201):
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湯田 恵美. AI、VRと統合医療 未来を拓くAIとデータ駆動型統合医療 機械学習とビッグデータによる医療情報と生体信号データベースの革新. 日本統合医療学会誌. 2023. 16. 3. 177-177
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西村 朝日, 山本 浩彰, 田中 春仁, 早野 順一郎, 湯田 恵美. 概日リズム睡眠障害指標としての基底心拍数出現時刻. 日本統合医療学会誌. 2023. 16. 3. 233-233
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樽澤 雄太, 山本 浩彰, 柴田 理恵, 田中 春仁, 早野 順一郎, 湯田 恵美. 心拍数周期性変動による小児睡眠時無呼吸症候群の検出. 日本統合医療学会誌. 2023. 16. 3. 233-233
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坂本 博明, 吉田 豊, 森山 善文, 湯田 恵美. エビデンスに基づくケアスタジオの実現に向けた現状と課題 高齢被験者を中心とした質問紙調査による検討. 電子情報通信学会技術研究報告(MEとバイオサイバネティックス). 2023. 122. 424. 1-1
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吉田 豊, 湯田 恵美. ヒトの身体特性と環境変化がもたらす心拍変動指標の推移. 電子情報通信学会技術研究報告(MEとバイオサイバネティックス). 2023. 122. 424. 2-3
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Patents (9):
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運転者の疲労推定システムおよび運転者の疲労推定方法
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疼痛検知装置、疼痛検知方法及び疼痛検知プログラム
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Missing data completion device, biometric sensor, missing data completion method, and program
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ウェアラブル脈波センサのための脈拍間隔ノイズ除去フィルタ
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情動判定装置、情動判定方法、及びプログラム
more...
Books (9):
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Heart rate variability and allostasis
2023
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脳と心拍の交信:心拍変動解析を用いた脳の状態推定と計算可能性
2023
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生体信号のゆらぎ解析とヘルスケアへの応用
技術情報協会 2020
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Research Advancements in Smart Technology, Optimization, and Renewable Energy
IGI Global book 2020
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Intelligent Computing and Optimization
Springer Nature 2019
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Lectures and oral presentations (32):
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Future Technology for Non-invasively Estimating Biological Status Using Bio-signal Processing for Human
(2024 8th International Conference on Imaging, Signal Processing and Communications 2024)
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AI と生体センサーを活用したヘルスケア対策
(第 74 回日本東洋医学会学術総会 2024)
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網羅的大規模計算と生体信号データによるヒトの生理機能解析
(電子情報通信学会 集積回路研究専門委員会(ICD) LSIとシステムのワークショップ2024 2024)
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Analysis of human physiological functions using comprehensive large-scale computation and bio-medical data
(Benedict XVI Catholic Institute (BCI), Sri Lanka 2024)
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Method for objectively evaluation of human-robot interactions using emotion measurement
(ICIPRoB 2024 - International Conference on Image Processing and Robotics. 2024)
more...
Works (24):
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International technical program committee, ICISPC 2024 (2024 8th International Conference on Imaging, Signal Processing and Communications)
2024 - 2024
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Program Committee, COMPSAC;IEEE Computer;Society Signature Conference on Computers, Software;Applications
2024 - 2024
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Technical Program Committee (TPC), International Conference on Business and Industrial Research (ICBIR)
Emi Yuda 2024 - 2024
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Associate Editor (Cybernetics) for SMC 2023, IEEE International Conference on Systems, Man, and Cybernetics
Emi Yuda 2023 - 2023
-
OS organizer: World Automation Congress (WAC) 2022
Hybrid (Presentations Online) 2022 - 2022
more...
Professional career (1):
- Ph.D. in Eng (Niigata University)
Work history (13):
- 2024/04 - 現在 Tohoku University Institute of Development, Aging and Cancer
- 2023/06 - 現在 New Industry Creation Hatchery Center, Tohoku University
- 2023/04 - 現在 Tohoku University Graduate School of Information Sciences Associate Professor
- 2022/04 - 現在 Institute of Development, Aging and Cancer, Tohoku University SmartAging Research Center Div. Human Welfare Engineering
- 2022/01 - 現在 Unprecedented-scale Data Analytics Center, Tohoku University
- 2020/12 - 2023/03 東北大学 大学院情報科学研究科 情報基礎科学専攻 データ基礎情報学講座 助教
- 2020/12 - 2023/03 Center for Data-driven Science and Artificial Intelligence Tohoku University Assistant professor
- 2019/05 - 2021/03 Tohoku University Department of Electrical, Information and Physics Engineering Assistant Professor
- 2019/04 - 2021/03 Nagoya City University Graduate School of Medical Sciences Researcher
- 2019/05 - 2020/11 Tohoku University Graduate School of Engineering Dept. of Electrical Engineering Assistant Professor
- 2019/04 - 2019/04 Tohoku University
- 2015/06 - 2019/04 Nagoya City University Graduate School of Medical Sciences Researcher
- - 2014/10 Santa Monica College Computer Science Department Research Assistant
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Committee career (16):
- 2024/04 - 現在 IPSJ Consumer Devices & Systems Transactions editorial committee
- 2021/12 - 現在 Fuji Technology Press Ltd. Editor, Journal of Advanced Computational Intelligence and Intelligent Informatics(JACIII)
- 2021/04 - 現在 IEEE Technical Committee on Hyper-Intelligence (HITC technical board)
- 2020 - 現在 IEEE Computational Intelligence Society (CIS) Task Force on Cyber-Physical-Social Systems (CPSS)
- 2017/09 - 現在 情報処理学会 ISO/SC 29 WG 11 Systems (MPEG) 小委員会 委員
- 2021/04 - 2024/03 Japanese Society for Medical and Biological Engineering, Biomedical Big Data Study Group Chief Investigator
- 2023/02 - 2023/12 計測自動制御学会 東北支部 広報幹事
- 2021/04 - 2023/12 MDPI Topics Board Editors of Applied Sciences, Section Topics Board Editors for Biomedical Engineering
- 2020/12 - 2023/12 MIRAI 2.0 TEG/IEAG Members
- 2021/04 - 2023/03 IEICE ME and Bio-Cybernetics Study Group
- 2020/04 - 2023/03 情報処理学会 EIP研究会 運営委員
- 2020/01 - 2023/03 日本生理人類学会誌(和文誌) 編集幹事
- 2021/04 - 2023/02 計測自動制御学会 東北支部 庶務幹事
- 2020/08 - 2020/08 IEEE Consumer Electronics Society Consumer Systems for Healthcare and Wellbeing (CSH) Technical Stream Committee
- 2018/04 - 2020/03 情報処理学会 EIP研究会 幹事
- 2017/04 - 2018/03 情報処理学会 EIP研究会 運営委員
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Awards (10):
- 2024/02 - UPDATE EARTH NIPPON INNOVATION AWARD Nominees
- 2024/02 - 総務省 異能vation事務局 企業特別賞 小児朝食欠食の改善を目指したフードロスの配分:巡回セールスマン問題の応用
- 2023/10 - MIYAGI SOCIAL ISSUE IDEA CONTEST
- 2022/11 - 総務省 異能vation ジェネレーションアワード部門 ヒトとサルの心電図は機械学習を用いても識別が困難である
- 2022/09 - Fuji Technology Press Ltd. Journal of Advanced Computational Intelligence and Intelligent (JACIII)Informatics peer review distinguished service award
- 2022/05 - Journal of Physiological Anthropology JPA high-impact review article award 2022 Pitfalls of assessment of autonomic function by heart rate variability.38:3, 2019
- 2022/03 - Japan Society of Physiological Anthropology Best Paper Award Assessment of autonomic function by long-term heart rate variability: beyond the classical framework of LF and HF measurements. J Physiol Anthropol 40, 21 (2021).
- 2021/12 - National Institute of Information and Communications Technology Encouragement Award
- 2017/09 - The 16th Information Science and Technology Forum Encouragement Prize
- 2017/06 - 第37回 ホルター・ノンインベーシブ心電研究会(JASHNE37) 優秀演題賞 心拍変動の新しい睡眠指標:高周波数成分パワー集中度によるnon-REM睡眠の検出
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Association Membership(s) (6):
進化計算学会
, Institute of Electrical and Electronics Engineers
, JAPAN SOCIETY OF PHYSIOLOGICAL ANTHROPOLOGY
, Japanese Association of Applied IT Healthcare
, SOCIETY OF AUTOMOTIVE ENGINEERS OF JAPAN
, INFORMATION PROCESSING SOCIETY OF JAPAN
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