Huang Ming 黄銘

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HUANG Ming 黄銘

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Researcher Number	50728300
Other IDs
Affiliation (Current)	2025: 奈良先端科学技術大学院大学, 先端科学技術研究科, 客員准教授 2025: 名古屋市立大学, データサイエンス研究科, 准教授
Affiliation (based on the past Project Information) *help	2025: 名古屋市立大学, データサイエンス学部, 准教授 2023: 名古屋市立大学, データサイエンス学部, 准教授 2020 – 2022: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教 2018: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教 2017: 奈良先端科学技術大学院大学, 情報科学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 62010:Life, health and medical informatics-related / Life / Health / Medical informatics Except Principal Investigator Basic Section 62010:Life, health and medical informatics-related
Keywords	Principal Investigator 睡眠 / 機械学習 / パターン認識 / 心肺カップリング / 睡眠構造 / 食 / 心臓健康 / 個人健康システム / 不整脈予測 / 睡眠分類 … More / 人間活動認識 / マシンラーニング / カフレス血圧推定 / 睡眠健康 / 複雑活動認識 / 循環器 / 容積光電脈波 / 転移学習 / 深層学習 / 健康情報 / AI技術 / 食生活 / 個人向け健康機器 / 運動 / 心電位 / 非接触モニタ / ヘルスインフォマティクス / 無拘束モニタリング / 在宅ヘルスケア / 無拘束計測 / 睡眠モニター / 非拘束 / 不整脈 / 心臓 … More Except Principal Investigator 3D-CT画像解析 / セグメンテーションモデル / 機械学習 / 人工知能 / 尿路結石 Less

CT画像の自動セグメンテーションソフトウェアによる尿路結石再発予防プログラムの開発
- Principal Investigator
  
  柳瀬貴弘
- 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
  Nagoya City University
Explainable Pattern Recognition of Cardiopulmonary Coupling and its Application to Personal Sleep MonitoringPrincipal Investigator
- Principal Investigator
  
  黄銘
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Nagoya City University
Core Technologies in Analyzing and Estimating the Influences of Exogenous Factors of Heart HealthPrincipal Investigator
- Principal Investigator
  
  Huang Ming
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Nagoya City University
  Nara Institute of Science and Technology
Real-time arrhythmia detection system for sleep based on capacitive sensing electrocardiographic potentialPrincipal Investigator
- Principal Investigator
  
  HUANG Ming
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Life / Health / Medical informatics
- Research Institution
  Nara Institute of Science and Technology

All 2023 2022 2021 2020 2019 2018

All Journal Article Presentation Book

[Book] Recent trends in computational biomedical research2022
- Author(s)
  Md Altaf-Ul-Amin, Shigehiko Kanaya, Naoaki Ono, Ming Huang
- Total Pages
  119
- Publisher
  MDPI
- ISBN
  9783036532301
- Data Source
  KAKENHI-PROJECT-20K19923
[Book] Seamless Healthcare Monitoring2018
- Author(s)
  Toshiyo Tamura, Ming Huang, Tatsuo Togawa
- Total Pages
  469
- Publisher
  Springer
- ISBN
  9783319693613
- Data Source
  KAKENHI-PROJECT-17K12778
[Journal Article] Sleep Staging Framework with Physiologically Harmonized Sub-Networks2023
- Author(s)
  Chen Zheng、Yang Ziwei、Wang Dong、Zhu Xin、Ono Naoaki、Altaf-Ul-Amin M.D.、Kanaya Shigehiko、Huang Ming
- Journal Title
  
  Methods
  
  Volume: 209 Pages: 18-28
- DOI
  10.1016/j.ymeth.2022.11.003
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] On QSAR-based cardiotoxicity modeling with the expressiveness-enhanced graph learning model and dual-threshold scheme2023
- Author(s)
  Wang Huijia、Zhu Guangxian、Izu Leighton T.、Chen-Izu Ye、Ono Naoaki、Altaf-Ul-Amin MD、Kanaya Shigehiko、Huang Ming
- Journal Title
  
  Frontiers in Physiology
  
  Volume: 14
- DOI
  10.3389/fphys.2023.1156286
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] Editorial: Discovery of digital biomarkers in the background of big data and advanced machine learning2023
- Author(s)
  Huang Ming、Chen Wenxi、Nakamura Toru、Kimura Yuichi
- Journal Title
  
  Frontiers in Physiology
  
  Volume: 14 Pages: 1-1
- DOI
  10.3389/fphys.2023.1239219
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11305
[Journal Article] A training pipeline of an arrhythmia classifier for atrial fibrillation detection using Photoplethysmography signal2023
- Author(s)
  Kudo Sota、Chen Zheng、Zhou Xue、Izu Leighton T.、Chen-Izu Ye、Zhu Xin、Tamura Toshiyo、Kanaya Shigehiko、Huang Ming
- Journal Title
  
  Frontiers in Physiology
  
  Volume: 14 Pages: 1084837-1084837
- DOI
  10.3389/fphys.2023.1084837
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K12760, KAKENHI-PROJECT-20K19923
[Journal Article] Estimating Blood Pressure during Exercise with a Cuffless Sphygmomanometer2023
- Author(s)
  Hayashi Kenta、Maeda Yuka、Yoshimura Takumi、Huang Ming、Tamura Toshiyo
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 17 Pages: 7399-7399
- DOI
  10.3390/s23177399
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K02029, KAKENHI-PROJECT-20K19923
[Journal Article] Automated Sleep Staging via Parallel Frequency-Cut Attention2023
- Author(s)
  Chen Zheng、Yang Ziwei、Zhu Lingwei、Chen Wei、Tamura Toshiyo、Ono Naoaki、Altaf-Ul-Amin Md、Kanaya Shigehiko、Huang Ming
- Journal Title
  
  IEEE Transactions on Neural Systems and Rehabilitation Engineering
  
  Volume: 31 Pages: 1974-1985
- DOI
  10.1109/tnsre.2023.3243589
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] Sleep postures monitoring based on capacitively coupled electrodes and deep recurrent neural networks2022
- Author(s)
  Peng Shun、Li Yang、Cui Rui、Xu Ke、Wu Yonglin、Huang Ming、Dai Chenyun、Tamur Toshiyo、Mukhopadhyay Subhas、Chen Chen、Chen Wei
- Journal Title
  
  BioMedical Engineering OnLine
  
  Volume: 21 Issue: 1
- DOI
  10.1186/s12938-022-01031-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data2022
- Author(s)
  Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya
- Journal Title
  
  arXiv preprint
  
  Volume: 22 Pages: 1-4
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network2022
- Author(s)
  Zheng Chen, Ziwei Yang, Ming Huang, Toshiyo Tamura, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya
- Journal Title
  
  arXiv preprint
  
  Volume: 22 Pages: 1-14
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] An Advanced Internet of Things System for Heatstroke Prevention with a Noninvasive Dual-Heat-Flux Thermometer2022
- Author(s)
  Tamura Toshiyo、Huang Ming、Yoshimura Takumi、Umezu Shinjiro、Ogata Toru
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 24 Pages: 9985-9985
- DOI
  10.3390/s22249985
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19923, KAKENHI-PROJECT-18K12148, KAKENHI-PROJECT-21K12760
[Journal Article] The Feasibility of Predicting Impending Malignant Ventricular Arrhythmias by Using Nonlinear Features of Short Heartbeat Intervals2021
- Author(s)
  Zheng Chen, Naoaki Ono, Wei Chen, Toshiyo Tamura, MD Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
- Journal Title
  
  Computer Methods and Programs in Biomedicine
  
  Volume: - Pages: 1-14
- DOI
  10.1016/j.cmpb.2021.106102
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] Discussion of Cuffless Blood Pressure Prediction Using Plethysmograph Based on a Longitudinal Experiment: Is the Individual Model Necessary?2021
- Author(s)
  Kido Koshiro、Chen Zheng、Huang Ming、Tamura Toshiyo、Chen Wei、Ono Naoaki、Takeuchi Masachika、Altaf-Ul-Amin Md.、Kanaya Shigehiko
- Journal Title
  
  Life
  
  Volume: 12 Issue: 1 Pages: 11-11
- DOI
  10.3390/life12010011
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K01440, KAKENHI-PROJECT-20J13779, KAKENHI-PROJECT-21K12760, KAKENHI-PROJECT-20K19923
[Journal Article] A Realtime Portable IoT System for Telework Tracking2021
- Author(s)
  Yongxin Zhang, Zheng Chen, Haoyu Tian, Koshiro Kido, Naoaki Ono, Wei Chen, Toshiyo Tamura, MD Altaf-Ul-Amin, Shigehiko Kanaya and Ming Huang
- Journal Title
  
  Frontiers in Digital Health
  
  Volume: - Pages: 1-17
- DOI
  10.3389/fdgth.2021.643042
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] Development of a biomarker database toward performing disease classification and finding disease interrelations2021
- Author(s)
  Hossain, Shaikh Farhad, Ming Huang, Naoaki Ono, Aki Morita, Shigehiko Kanaya, and Md Altaf-Ul-Amin
- Journal Title
  
  Database
  
  Volume: 2021 Pages: 1-17
- DOI
  10.1093/database/baab011
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K12043, KAKENHI-PROJECT-20K19923
[Journal Article] Recent trends in computational biomedical research2021
- Author(s)
  Md Altaf-Ul-Amin, Shigehiko Kanaya, Naoaki Ono, Ming Huang
- Journal Title
  
  Life
  
  Volume: 12 Issue: 1 Pages: 26-26
- DOI
  10.3390/life12010027
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19923
[Journal Article] A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement2019
- Author(s)
  Koshiro Kido, Toshiyo Tamura, Naoaki Ono, MD. Altaf-Ul-Amin, Masaki Sekine, Shigehiko Kanaya, Ming Huang
- Journal Title
  
  MDPI Sensors
  
  Volume: 19 Issue: 7 Pages: 1731-1744
- DOI
  10.3390/s19071731
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12778
[Journal Article] The feasibility of atrial and ventricular arrhythmias recognition using metrics of signal complexity for heartbeat intervals2019
- Author(s)
  Ming Huang, Koshiro Kido, Naoaki Ono, Md Altaf-UI-Amin, Toshiyo Tamura, Shigehiko Kanaya
- Journal Title
  
  bioRxiv
  
  Volume: 2019 Pages: 1-11
- DOI
  10.1101/612002
- Open Access
- Data Source
  KAKENHI-PROJECT-17K12778
[Journal Article] 深層学習による心筋細胞膜のhERGチャンネルに対する化合物の遮断作用の予測2018
- Author(s)
  黄　銘
- Journal Title
  
  CICSJ Bulletin
  
  Volume: 36 Issue: 2 Pages: 31
- DOI
  10.11546/cicsj.36.31
- NAID
  130007495576
- ISSN
  0913-3747, 1347-2283
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12778
[Journal Article] 畳み込みニューラルネットワークを用いた画像解析2018
- Author(s)
  小野直亮, 江口遼平, 黄銘
- Journal Title
  
  CICSJ Bulletin
  
  Volume: 36 Issue: 2 Pages: 23
- DOI
  10.11546/cicsj.36.23
- NAID
  130007495573
- ISSN
  0913-3747, 1347-2283
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12778
[Presentation] 睡眠状態における心脳モニタリング技術2023
- Author(s)
  黄銘
- Organizer
  中国生体医用工学学科発展大会会議
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Estimating blood pressure during exercise with a cuffless sphygmomanometer2023
- Author(s)
  Ming Huang
- Organizer
  IEEE EMBC2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Proposed standards in Over the Counter Cuffless Blood Pressure Monitor2023
- Author(s)
  Toshiyo Tamura, Ming Huang and Takumi Yoshimura
- Organizer
  IEEE BHI 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11305
[Presentation] A Stochastic Coding Method of EEG Signals for Sleep Stage Classification2022
- Author(s)
  Guangxian Zhu, Huijia Wang, Yirong Kan, Zheng Chen, Ming Huang, MD Amin, Naoaki Ono, Shigehiko Kanaya, Renyuan Zhang
- Organizer
  2022 IEEE 35th International System-on-Chip Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Deep Learning-Based Sleep Staging with Acceleration and Heart Rate Data of a Consumer Wearable Device2022
- Author(s)
  Sota Kudo, Zheng Chen, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
- Organizer
  2022 IEEE 4th Global Conference on Life Sciences and Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Reconciling of the distances in physical space and latent feature space for complex activity modeling2022
- Author(s)
  Yongxin Zhang, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
- Organizer
  2022 IEEE 4th Global Conference on Life Sciences and Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] AIoT technologies for healthcare in Society 5.02022
- Author(s)
  Ming Huang
- Organizer
  17th International Symposium on Biomedical Engineering, Toin University of Yokohama
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Straightforward Clustering and Identification of Morphological-Level Pancreatic Carcinoma2022
- Author(s)
  Guangxian Zhu, Huijia Wang, Ming Huang, Md Amin, Naoaki Ono, Shigehiko Kanaya
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Prediction of Body Constitutions through Life-Style for Health Guidance2021
- Author(s)
  Guang Shi, Zhen Chen, Shigehiko Kanaya, Md Altaf-UI-Amin, Naoaki Ono, Ming Huang
- Organizer
  2021 IEEE 3rd Global Conference on Life Sciences and Technologies
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with Transformer2021
- Author(s)
  Ziwei Yang, Dong Wang, Zheng Chen, Ming Huang, Naoaki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya
- Organizer
  2021 IEEE International Conference on Bioinformatics and Biomedicine
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] An Integrated Multi-Omics Approach for AMR Phenotype Prediction of Gut Microbiota2021
- Author(s)
  Pei Gao, Zheng Chen, Dong Wang, Ming Huang, Naoaki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya
- Organizer
  2021 IEEE International Conference on Bioinformatics and Biomedicine
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] An End-to-End Sleep Staging Simulator Based on Mixed Deep Neural Networks2021
- Author(s)
  Zheng Chen, Ziwei Yang, Dong Wang, Ming Huang, Naoaki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya
- Organizer
  2021 IEEE International Conference on Bioinformatics and Biomedicine
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] Feasibility Analysis of Symbolic Representation for Single-Channel EEG-Based Sleep Stages2021
- Author(s)
  Zheng Chen, Pei Gao, Ming Huang, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya
- Organizer
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] iVAE: A New Deep Learning Structure for EEG Signal Characterization and Reconstruction2020
- Author(s)
  Zheng Chen, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang
- Organizer
  2020 IEEE International Conference on Bioinformatics and Biomedicine
- Data Source
  KAKENHI-PROJECT-20K19923
[Presentation] in-silicoモデルを使った化合物の心臓毒性の予測2018
- Author(s)
  黄銘
- Organizer
  第４１回ケモインフォマティクス討論会
- Data Source
  KAKENHI-PROJECT-17K12778

1. 柳瀬貴弘 (90979022)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 田口和己 (00595184)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 丸山美帆子 (20623903)

# of Collaborated Projects: 1 results

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4. 安藤亮介 (30381867)

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5. 安井孝周 (40326153)

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6. 佐々木勇和 (40745147)

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7. 小野直亮 (60395118)

# of Collaborated Projects: 1 results

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8. TAMURA Toshiyo

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
9. 前田祐佳

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
10. AMIN MD.ALTAFUL

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Huang Ming 黄 銘

HUANG Ming 黄 銘

Research Projects

Research Products

Co-Researchers

CT画像の自動セグメンテーションソフトウェアによる尿路結石再発予防プログラムの開発

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Explainable Pattern Recognition of Cardiopulmonary Coupling and its Application to Personal Sleep MonitoringPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Core Technologies in Analyzing and Estimating the Influences of Exogenous Factors of Heart HealthPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Real-time arrhythmia detection system for sleep based on capacitive sensing electrocardiographic potentialPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] Recent trends in computational biomedical research2022

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Book] Seamless Healthcare Monitoring2018

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Sleep Staging Framework with Physiologically Harmonized Sub-Networks2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] On QSAR-based cardiotoxicity modeling with the expressiveness-enhanced graph learning model and dual-threshold scheme2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Editorial: Discovery of digital biomarkers in the background of big data and advanced machine learning2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A training pipeline of an arrhythmia classifier for atrial fibrillation detection using Photoplethysmography signal2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Estimating Blood Pressure during Exercise with a Cuffless Sphygmomanometer2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automated Sleep Staging via Parallel Frequency-Cut Attention2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Sleep postures monitoring based on capacitively coupled electrodes and deep recurrent neural networks2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data2022

Author(s)

Journal Title

Data Source

Huang Ming 黄銘

HUANG Ming 黄銘