Esaki Tsuyoshi 江崎剛史

Researcher Number	20717805
Other IDs	https://orcid.org/0000-0001-8780-6346
Affiliation (Current)	2026: 滋賀大学, データサイエンス学系, 准教授
Affiliation (based on the past Project Information) *help	2026: 滋賀大学, データサイエンス学系, 准教授 2022 – 2024: 滋賀大学, データサイエンス学系, 准教授 2020 – 2021: 滋賀大学, データサイエンス教育研究センター, 准教授
Review Section/Research Field	Principal Investigator Basic Section 47060:Clinical pharmacy-related
Keywords	Principal Investigator 情報科学 / 構造記述子 / ADME / 機械学習 / 構造生成 / ケモインフォマティクス / 化学系薬学 / インシリコ / 転移学習 / 吸収率 / in silico / ADMET

Research Projects
(3 results)
Research Products
(4 results)

因果推論を適用した医薬品特性向上のための重要特徴量探索手法の開発Principal Investigator
- Principal Investigator
  
  江崎剛史
- Project Period (FY)
  2026 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 47060:Clinical pharmacy-related
- Research Institution
  Shiga University
薬物動態の特性を向上させる化合物生成方法の開発Principal Investigator
- Principal Investigator
  
  江崎剛史
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 47060:Clinical pharmacy-related
- Research Institution
  Shiga University
Development of bioavailability prediction model: Transfer leaning model constructed from curated in vitro dataPrincipal Investigator
- Principal Investigator
  
  Esaki Tsuyoshi
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 47060:Clinical pharmacy-related
- Research Institution
  Shiga University

All 2024 2023 2022

All Journal Article

[Journal Article] 添付文書から薬物動態特性を抽出する方法の検討：対話型AIシステムの活用2024
- Author(s)
  江崎剛史、小川慶子、池田和由
- Journal Title
  
  医薬品情報学
  
  Volume: 26 Pages: 80-91
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K14382
[Journal Article] A new workflow for the effective curation of membrane permeability data from open ADME information2024
- Author(s)
  Tsuyoshi Esaki, Tomoki Yonezawa, Kazuyoshi Ikeda
- Journal Title
  
  Journal of Cheminformatics
  
  Volume: 16 Issue: 1 Pages: 30-30
- DOI
  10.1186/s13321-024-00826-z
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K14382
[Journal Article] Difficulties and prospects of data curation for ADME <i>in silico</i> modeling2023
- Author(s)
  Tsuyoshi Esaki, Kazuyoshi Ikeda
- Journal Title
  
  Chem-Bio Informatics Journal
  
  Volume: 23 Issue: 0 Pages: 1-6
- DOI
  10.1273/cbij.23.1
- ISSN
  1347-0442, 1347-6297
- Year and Date
  2023-01-13
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16075
[Journal Article] Prediction Models for Fraction of Absorption and Membrane Permeability using Mordred Descriptors2022
- Author(s)
  Tsuyoshi Esaki, Tomoki Yonezawa, Daisuke Yamazaki, Kazuyoshi Ikeda
- Journal Title
  
  Chem-Bio Informatics Journal
  
  Volume: 22 Issue: 0 Pages: 46-54
- DOI
  10.1273/cbij.22.46
- ISSN
  1347-0442, 1347-6297
- Year and Date
  2022-09-09
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K16075

Esaki Tsuyoshi 江崎 剛史

Research Projects

Research Products

因果推論を適用した医薬品特性向上のための重要特徴量探索手法の開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

薬物動態の特性を向上させる化合物生成方法の開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of bioavailability prediction model: Transfer leaning model constructed from curated in vitro dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] 添付文書から薬物動態特性を抽出する方法の検討：対話型AIシステムの活用2024

Author(s)

Journal Title

Data Source

[Journal Article] A new workflow for the effective curation of membrane permeability data from open ADME information2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Difficulties and prospects of data curation for ADME <i>in silico</i> modeling2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Prediction Models for Fraction of Absorption and Membrane Permeability using Mordred Descriptors2022

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

Esaki Tsuyoshi 江崎剛史