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KO Mei

    Graduate School of Date　Science　Associate Professor
Last Updated :2024/06/25

Researcher Information

J-Global ID

Profile

  • Assistant Professor of Nara Institute of Science and Technology

Research Interests

  • bioinformatics   wearable healthcare   health informatics   

Research Areas

  • Informatics / Biological, health, and medical informatics

Academic & Professional Experience

  • 2023/04 - Today  Nagoya City UniversitySchool of Data ScienceAssociate Professor
  • 2016/10 - 2023/03  NARA Institute of Science and TechnologyGraduate School of Science and TechnologyAssistant Professor
  • 2013/04 - 2016/09  Nara Institute of Science and TechnologyGraduate School of Information ScienceProject Assistant Professor
  • 2012/10 - 2013/03  （株）心電研究所技術開発部研究員

Education

  • 2009/10 - 2012/09  The University of Aizu  コンピュータ理工学研究科

Association Memberships

  • IEEE EMBC   

Published Papers

Books etc

  • Seamless Healthcare Monitoring
    Ming HUANG (Joint work281-307)Springer 2018

Conference Activities & Talks

  • Ming Huang; Morita (Hirai) Aki; Ryohei Eguchi; Naoaki Ono; Md. Altaf-UI-Amin; Shigehiko Kanaya
    uHealthcare 2018  2018/12
  • 黄 銘
    第41回ケモインフォマティクス討論会  2018/10
  • Ming HUANG
    LE2018  2018/09
  • Takumi YOSHIMURA; Toshiyo TAMURA; Ming HUANG
    LIFE2018  2018/09
  • Validation of the Temporal Accuracy of a Capacitive Electrocardiogram  [Not invited]
    Koshiro Kido; Zhaoyin Tian; Ming Huang; Toshiyo Tamura; Naoaki Ono; Takumi Yoshimura; Shigehiko Kanaya; MD Altaf-Ul-Amin
    EMBC 2018  2018/07
  • Profiles of Normal Sinus Heart Rhythm and Arrhythmias Based on Symbolic Dynamics and Shannon Entropy  [Not invited]
    Ming HUANG
    EMBC 2018  2018/07
  • The sensitivity and specificity of statistical features in arrhythmias detectionThe sensitivity and specificity of statistical features in arrhythmias detection  [Not invited]
    Zhaoyin Tian; Koshirou Kido; Ming Huang; Naoaki Ono; Ul-Amin Md Altaf; Shigehiko Kanaya; Toshiyo Tamura
    JSBME57  2018/06
  • Interpretation of metabolomics and transcriptomics insurvival strategy of angelica acutilaba attacked by Papilio Machaon Hippocrate  [Not invited]
    Masamitsu Harada; Naoaki Ono; Ming Huang; MD. ALTAF-UL-AMIN; Ken Tanaka; Shigehiko Kanaya
    International Conference on Molecular Genetics, Metabolomics & Integrative Biology  2018/02
  • Development of Clustering method using Factor Analysis based on Gene Expression of Functional Sets  [Not invited]
    Naoaki Ono; Nicolas Savaro; Ming Huang; MD. ALTAF-UL-AMIN; Shigehiko Kanaya
    APBC 2018  2018/01
  • Prediction of core temperature decrease induced by neck cooling in wheelchair athletes with spinal cord injury using the Pierce two-node model and parameter search  [Not invited]
    Kenta Takizawa; Jun Suzurikawa; Yukiharu Higuchi; Ming Huang; Toshiyo Tamura; Daisuke Kurabayashi; Takenobu Inoue; Toru Ogata
    IEEE Life Sciences Conference 2017  2017/11
  • Changes in deep body temperature wearing air-cooling jacket in hot environment  [Not invited]
    Ming Huang; Takumi Yoshimura; Zunyi Tang; Toshiyo Tamura; Masaki Yoshida; Mitsuya Uchida
    LE2015
  • 寝具組込型容量結合心電計を用いた異常心拍検出手法の検討  [Not invited]
    城戸 孝士郎; 黄 銘; 田村 俊世; 吉村 拓巳; 金谷 重彦; 植野 彰規

MISC

Industrial Property Rights

  • 内田 光也, 田村 俊世, 吉村 拓巳, 黄 銘, 硯川 潤, 高嶋 淳, 井上 剛伸, 緒方 徹  株式会社プロップ  201803003287374075
  • 黄 銘, 田村 俊世, 陳 文西  国立大学法人 奈良先端科学技術大学院大学, 公立大学法人会津大学  201503004173763785

Awards & Honors

  • 2011/05 IEEE EMBC Japan Chapter Young Researcher Award
     
    受賞者: Ming HUANG

Research Grants & Projects

  • Japan Society for the Promotion of Science：Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists
    Date (from‐to) : 2020/04 -2023/03 
    Author : 黄 銘
     
    令和３年度では、確立されつつである食・運動・睡眠の後天型である生活習慣因子の計測手法に基づいて、各因子の識別、定量化の、マシンラーニングモデルの構築に着目し、研究を推進しました。具体的には、下記の研究を実施しました。 １、ウェアラブルデバイスの活動認識システムを用いて、日常的複雑な活動の自動的認識ための実測実験及び自動認識パイプラインの研究開発。実際の生活において、同じ動き（短時間の四肢運動）には曖昧さがあり、複数の活動に対応し、一つの活動の中、当該活動に属しない動きもあります。これらの問題点を解決するため、深層・統計学習技術を利用して斬新的な複雑活動の同定方法の研究開発でした。 ２、睡眠の睡眠状態、睡眠の質を同定する深層学習モデルの研究開発。脳波の信号を用いた睡眠構造の同定にあたって、時間軸における多尺度的な関係をモデリングするTransformerという深層学習モデルでSoTAの結果を越えるパフォーマンスを達成しています。 ３、ポータブル光電脈波（PPG）信号を用いて、血圧変動を推定するモデルの研究開発 以上の研究の推進によって、各因子に対する生信号から特徴あるいはバイオマーカーの抽出、同定手法を整備しつつあります。以上の課題に対して、研究手法の新規性や有用性が認められ、国際雑誌論文かトップレベル国際会議論文として、採用されました。
  • 在宅心臓健康 ICT システムの AI 要素技術の研究開発
    MIC：SCOPE
    Date (from‐to) : 2019/04 -2020/03 
    Author : Ming Huang
  • JSPS：Grant-in-Aid for Young Scientists (B)
    Date (from‐to) : 2017/04 -2019/03 
    Author : Ming HUANG
     
    Cardiac diseases are one of the most serious diseases in Japan causing 200 thousand deaths per year and the clinical diagnosis of cardiac diseases resorts to the Holter (24 hours Electrocardiogram). In recent years, it is argued that a longer period of heart monitoring would be useful for early detection of cardiac diseases. Aiming at the development of an unconstrained long-term electrocardiac monitor for sleep stage, this study adopted the unconstrained sensing technique - the capacitive electrocardiogram (cECG) for heart monitoring and then focus on the development of signal processing and pattern recognition approaches based on the cECG signal. According to the results of this study, it is suggested that the the cECG can be used to monitor the physiological status of the heart during sleep.
  • 血圧改善のため概日リズムを用いた 運動療法の効果に関する研究
    The Descente and Ishimoto Memorial Fondation for the Promotion of Sports Science：Research Grant
    Date (from‐to) : 2016/04 -2017/03 
    Author : Ming HUANG
  • けいはんな学研都市ヘルスケア事業
    MEXT：Regional Innovation Strategy Support Program
    Date (from‐to) : 2013/04 -2016/03 
    Author : Ming HUANG
  • Development of a high accuracy wearable noninvasive deep body thermometer
    Tateisi Foundation of Science and Technology：Research Grant A
    Date (from‐to) : 2014/04 -2015/03 
    Author : 黄 銘

Committee Membership

  • 2023/06 -2023/10   Technical Program Committee of IEEE BSN 2023
  • 2023/02 -2023/09   2023 10th International Conference on Bioinformatics Research and Applications (ICBRA 2023)   Technical Committee Member
  • 2023/01 -2023/07   IEEE EMBS   Associate Editor of EMBC2023
  • 2022/02 -2023/01   Frontiers   Frontiers in Physiology Guest Associate Editor
  • 2022/04 -2022/09   2022 9th International Conference on Bioinformatics Research and Applications (ICBRA 2022)   Technical Committee Member

Academic Contribution

  • Associate Editor of IEEE EBMC2023
    Date (from-to) :2023/02/01-Today
    Role: Supervision
    Type: Academic society etc
    Organizer, responsible person: IEEE
  • Special Issue Editors of "Artificial Intelligence and Wearable Sensors for Biosignal Measurement and Processing"
    Date (from-to) :2023/04/01-2023/12/31
    Role: Planning etc
    Type: Review
    Organizer, responsible person: MDPI Sensors
  • Guest Associate Editor of Frontiers in Physiology
    Date (from-to) :2022-2022/11/30
    Role: Planning etc
    Type: Academic society etc
    Organizer, responsible person: Frontiers research publisher
  • Special Issue Editors of "Recent Trends in Computational Biomedical Research"
    Date (from-to) :2022/02/01-2022/10/30
    Role: Planning etc
    Type: Review
    Organizer, responsible person: MDPI Life
  • Special Issue Editors of "Recent Trends in Computational Research on Diseases"
    Date (from-to) :2021/04/01-2021/12/31
    Role: Planning etc
    Type: Review
    Organizer, responsible person: MDPI Life

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