Rchr
J-GLOBAL ID：200901078224102086   Update date: Nov. 13, 2024

TAGUCHI Y-h.

Taguchi Y-h. | TAGUCHI Y-h.
Affiliation and department：
Chuo University Faculty of Science and Engineering Department of Physics

About Chuo University Faculty of Science and Engineering Department of Physics


Job title： Peofessor
Homepage URL  (2)： https://c-research.chuo-u.ac.jp/html/100003174_ja.html ,  https://c-research.chuo-u.ac.jp/html/100003174_en.html
Research field  (1)： Biological, health, and medical informatics
Research keywords  (12)： microRNA ,  epigenome ,  transcriptome ,  gene expression profile ,  feature selection ,  In silico drug design ,  Machine Learning ,  tensor decomposition ,  バイオインフォマティクス ,  非線形物理学 ,  Bioinformatics ,  Nonlinear Physics
Research theme for competitive and other funds  (20)：
  • 2020 - 2023 scRNA-seq analysis using PCA and TD based unsupervised feature extraction
  • 2020 - 2022 Transomics analysis with tensor decomposition based unsupervised feature extraction
  • 2019 - 2021 Application of tensor decomposition based unsupervised feature extraction to histone modification analysis
  • 2017 - 2020 Tensor decomposition based unsupervised feature extraction applied to bioinformatics
  • 2019 - 2019 AI創薬における「教師なし学習による変数選択」の活用を広げたい!
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Papers (189)：
  • Nela Pragathi Sneha, S. Akila Parvathy Dharshini, Y.-h. Taguchi, M. Michael Gromiha. Tracing ALS Degeneration: Insights from Spinal Cord and Cortex Transcriptomes. Genes. 2024
  • Turki Turki, Sarah Al Habib, Y-h. Taguchi. Novel Automatic Classification of Human Adult Lung Alveolar Type II Cells Infected with SARS-CoV-2 through Deep Transfer Learning Approach. Mathematics. 2024
  • Shotaro Watanabe, Y-h. Taguchi. Analysis of Methicillin Resistance inStaphylococcus AureusSepsis Using TDbasedUFE. 2024
  • Tomohiro Umezu, Shogo Tanaka, Shoji Kubo, Masaru Enomoto, Akihiro Tamori, Takahiro Ochiya, Y.-H. Taguchi, Masahiko Kuroda, Yoshiki Murakami. Characterization of circulating miRNAs in the treatment of primary liver tumors. Cancer Reports. 2023
  • Nela Pragathi Sneha, S. Akila Parvathy Dharshini, Y.-h. Taguchi, M. Michael Gromiha. Investigating Neuron Degeneration in Huntington’s Disease Using RNA-Seq Based Transcriptome Study. Genes. 2023. 14. 9. 1801-1801
ｍore...
MISC (372)：
  • 田口善弘, ターキーターキー. マルチオミクスデータ解析のためのカーネルテンソル分解による新しい特徴選択法. 情報処理学会研究報告. 2024. 2024-BIO-79. 8. 1-7
  • 田口善弘. 図書室 『初歩から学ぶ量子力学 波動力学から行列力学,そして物質科学の入り口まで』. 大学の物理教育. 2024. 30. 2. 98-99
  • 田口善弘, ターキーターキー. テンソル分解を用いた教師なし学習による変数選択法でシングルセルマルチオミックス解析. 情報処理学会研究報告. 2024. 2024-BIO-78. 40. 1-8
  • 梅木 悠加, 田口 善弘. カーネルテンソル分解ベースの教師なし特徴抽出を用いた百日咳ワクチンデータにおけるヒト遺伝子発現と抗体量の統合解析. 情報処理学会研究報告. 2024. 2024-BIO-77. 13. 1-5
  • 小林 謙太, 田口 善弘. テンソル分解を用いた変数選択によるメチオニン依存性黒色腫細胞と非依存黒色腫細胞の遺伝子選択. 情報処理学会研究報告. 2024. 2024-BIO-77. 12. 1-6
ｍore...
Books (27)：
  • Machine Learning and IoT Applications for Health Informatics
    CRC Press 2024 ISBN:1032544503
  • Machine Learning and IoT Applications for Health Informatics
    CRC Press 2024 ISBN:1032544503
  • Unsupervised Feature Extraction Applied to Bioinformatics: A PCA Based and TD Based Approach (Unsupervised and Semi-Supervised Learning)
    Springer 2024 ISBN:3031609816
  • 学び直し高校物理 挫折者のための超入門 (講談社現代新書)
    講談社 2024 ISBN:4065346924
  • MicroRNA: From Bench to Bedside
    Academic Press 2022 ISBN:0323897746
ｍore...
Lectures and oral presentations  (452)：
  • Unsupervised Feature Extraction Applied to Bioinformatics A PCA Based and TD Based Approach
    (2024 International Innovation Forum "One Health: Biodiversity Conservation & Integrative Bioinformatics 2024)
  • テンソル分解を用いた教師無し学習による変数選択法のバイオインフォマティクスへの応用
    (第27回情報論的学習理論ワークショップ (IBIS2024) 2024)
  • Tensor decomposition based unsupervised feature extraction applied to bioinformatics
    (1st Asia & Pacific Bioinformatics Joint Conference 2024)
  • テンソル分解を用いた教師なし学習による変数選択法
    (トーゴーの日 シンポジウム 2024 2024)
  • 大学のアウトリーチ活動(中央大学学員(OB)会主催学術講演で講演して)
    (Outreach Meetup 2024)
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Works (20)：
  • テンソル分解を用いた教師なし学習による変数選択に基づくAI創薬
    2018 -
  • テンソル分解を用いた教師なし学習による変数選択のバイオインフォマティクスへの応用
    2017 -
  • Application of tensor decomposition based unsupervised feature extraction to bioinformatics
    2017 -
  • Guest Editor of Special Issue "MicroRNA Regulation" in International Journal of Molecular Science
    2015 -
  • Guest Editor of Special Issue "MicroRNA Regulation" in International Journal of Molecular Science
    2015 -
ｍore...
Education (2)：
  • - 1988 Tokyo Institute of Technology Science of Engineering
  • - 1988 Tokyo Institute of Technology Graduate School, Division of Science and Engineering Department of Physics
Professional career (1)：
  • Dr. Sci. (Tokyo Institute of Technology)
Work history (12)：
  • 2006/04 - 現在 Chuo University Department of Physics, Professor
  • 2023/04 - 2023/09 Hiroshima University
  • 2009/03 - 2010/03 European Bioinformatics Institute Visiting Professor
  • 1997/04 - 2006/03 Chuo University Faculty of Science and Engineering Department of Physics
  • 2004/04 - 2005/03 University of the Ryukyus Faculty of Science
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Committee career (12)：
  • 2023/09 - 現在 PLOS PLOS Complex Systems Academic Editor
  • 2022/08 - 現在 Springer Nature Scientific Reports Editorial Board Member
  • 2021/11 - 現在 IEEE BIBE2022 Program Co-Chairs
  • 2020/05 - 現在 Frontiers in Genetics: RNA Associate Editor
  • 2019/06 - 現在 Non-coding RNA Academic Editor
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Awards (21)：
  • 2024/08 - Elsevier August 2024 data-update for "Updated science-wide author databases of standardized citation indicators"
  • 2023/10 - Elsevier October 2023 data-update for "Updated science-wide author databases of standardized citation indicators"
  • 2023/03 - PLoS Long Service Award Commitment of over 5 years to the PLOS ONE Editorial Board.
  • 2022/10 - Elsevier September 2022 data-update for "Updated science-wide author databases of standardized citation indicators"
  • 2021/10 - Elsevier August 2021 data-update for "Updated science-wide author databases of standardized citation indicators"
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Association Membership(s) (12)：
日本物理学会 ,  情報処理学会 ,  日本バイオインフォマティクス学会 ,  日本RNA学会 ,  日本消化器病学会 ,  日本癌学会 ,  The Physical Society of Japan ,  Information Processing Society of Japan ,  The Japanese Society for Bioinformatics ,  The RNA Society of Japan ,  The Japanese Society of Gastroenterology ,  Japanese Cancer Association
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