Rchr
J-GLOBAL ID:201601008280904400
Update date: Feb. 05, 2025
Emi Yuda
ユダ エミ | Emi Yuda
Affiliation and department:
Job title:
Professor
Other affiliations (4):
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Mie University
Department of Information Engineering, Graduate School of Engineering
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Tohoku University
Graduate School of Engineering Department of Management Science and Technology
Specially appointed professor
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Tohoku University
Center for Data-driven Science and Artificial Intelligence
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Chitose Institute of Science and Technology
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 (23):
- 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
- 2024 - 2025 Institute of Transportation Studies
- 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 (98):
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Junichiro Hayano, Mine Adachi, Yutaka Murakami, Fumihiko Sasaki, Emi Yuda. Detection of sleep apnea using only inertial measurement unit signals from apple watch: a pilot-study with machine learning approach. Sleep and Breathing. 2025
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Emi Yuda, Tomoki Ando, Yutaka Yoshida. Detection of the Leg-Crossing Position Using Pressure Distribution Sensor and Machine Learning. Information. 2024
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Yutaka Yoshida, Yoshifumi Moriyama, Hiroyuki Sakano, Tomoki Ando, Emi Yuda. Comparing biological information and mood for video exercise and intervention exercise in older adults a pilot study. Aging and Health Research. 2024. 4. 4. 100208-100208
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Emi Yuda, Tomoki Ando, Itaru Kaneko, Yutaka Yoshida, Daisuke Hirahara. Comprehensive Data Augmentation Approach Using WGAN-GP and UMAP for Enhancing Alzheimer’s Disease Diagnosis. Electronics. 2024
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Emi Yuda, Aoi Otani, Atsushi Yamada, Yutaka Yoshida. An Evaluation of the Autonomic Nervous Activity and Psychomotor Vigilance Level for Smells in the Work Booth. Electronics. 2024
more...
MISC (207):
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金子格, 藤井秀之, 寺田麻佑, 湯田恵美. Assessing the Influence of European Data Access and Privacy Regulations on the Deployment of Biosensors in the Automotive Industry. 情報処理学会研究報告(Web). 2024. 2024. EIP-103
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吉田豊, 吉田豊, 森山善文, 湯田恵美. ウェアラブルデバイスとPOMSを用い動画運動量療法と介入運動療法の比較. 看護人間工学会誌. 2024. 5
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吉澤誠, 杉田典大, 湯田恵美, 山家智之, 田中明, 八巻俊輔, 山邉茂之, 細貝祐司, 山科瞬. Evaluation of Motion Sickness Based on Video-Plethysmography in an Autonomous Driving Car. 日本生体医工学会大会プログラム・抄録集(Web). 2024. 63rd
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吉澤誠, 杉田典大, 湯田恵美, 山家智之, 八巻俊輔, 田中明, 山邉茂之, 細貝祐司, 山科瞬. 自動運転車における映像脈波に基づく乗り物酔いの評価. 日本生体医工学会大会プログラム・抄録集(Web). 2024. 63rd
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湯田恵美, 湯田恵美, 山本浩彰, 田中春仁, 早野順一郎. 基底心拍数出現時刻を用いた概日リズム睡眠障害の指標評価. 日本生体医工学会大会プログラム・抄録集(Web). 2024. 63rd
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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
more...
Lectures and oral presentations (40):
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循環動態と生体ゆらぎを通じた人間の状態推定
(ウェアラブルコンピュータ研究開発機構 HMDミーティング 2025)
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マルチモーダル時系列データを応用したヒト生理学の発展
(ウェアラブルEXPO 2025 2025)
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Safe Driving with Bio- Signal Processing and Machine Learning: Detecting Fatigue and Drowsiness by Non-invasive Monitoring and Body Pressure Distribution Analysis
(8th Sri Lanka Association for Artificial Intelligence (SLAAI) 2024)
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Human Physiology and Multimodal Time Series Data
(2024)
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ビッグデータ時代のヘルスデータ活用:ウェアラブルセンサと機械学習による生体信号処理の応用
(第186回センサーネットワーク研究会 2024)
more...
Works (28):
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International Conference on the the Applied Artificial Intelligence, Data Engineering and Sciences 2025 (ICAIDES 2025) TPC member
2025 - 2025
-
IEEE BigComp 2025 (Big Data and Smart Computing) Program Co-Chairs
2025 - 2025
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SCIS&ISIS2024 Program Committee Member
2024 - 2024
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Associate Editor (Regular Papers - Cybernetics) for SMC 2024
2024 - 2024
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International technical program committee, ICISPC 2024 (2024 8th International Conference on Imaging, Signal Processing and Communications)
2024 - 2024
more...
Professional career (1):
- Ph.D. in Eng (Niigata University)
Work history (16):
- 2024/11 - 現在 Chitose Institute of Science and Technology
- 2024/11 - 現在 Mie University Graduate School of Information Engineering Professor
- 2024/11 - 現在 Mie University Innovation Center For Semiconductor And Digital Future Professor
- 2024/04 - 現在 Tohoku University Institute of Development, Aging and Cancer
- 2022/04 - 現在 Institute of Development, Aging and Cancer, Tohoku University SmartAging Research Center Div. Human Welfare Engineering
- 2023/06 - 2024/10 New Industry Creation Hatchery Center, Tohoku University
- 2023/04 - 2024/10 Tohoku University Graduate School of Information Sciences Associate Professor
- 2022/01 - 2024/10 Tohoku University Unprecedented-scale Data Analytics Center
- 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 (17):
- 2025/04 - 現在 日本生理人類学会 代議員
- 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 (11):
- 2024/04 - WILEY Annals of Noninvasive Electrocardiology Top 10 most-cited papers (2022-2023)
- 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):
Institute of Electrical and Electronics Engineers
, JAPAN SOCIETY OF PHYSIOLOGICAL ANTHROPOLOGY
, SOCIETY OF AUTOMOTIVE ENGINEERS OF JAPAN
, INFORMATION PROCESSING SOCIETY OF JAPAN
, 日本感性工学会
, 進化計算学会
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