TAKAGI TATSUYA 高木達也

… Alternative Names

TAKAGI Tatsuya 高木達也

Less

Researcher Number	80144517
Other IDs
External Links
Affiliation (Current)	2025: 大阪大学, 大学院薬学研究科, 特任教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 大阪大学, 大学院薬学研究科, 特任教授 2015 – 2021: 大阪大学, 薬学研究科, 教授 2015: 大阪大学, 大学院薬学研究科, 教授 2011 – 2015: 大阪大学, 薬学研究科(研究院), 教授 2009 – 2010: 大阪大学, 大学院・薬学研究科, 教授 … More 2008 – 2010: 大阪大学, 薬学研究科, 教授 2004: Osaka University, Graduate School of Pharmaceutical Sciences, Professor, 大学院・薬学研究科, 教授 1999 – 2003: 大阪大学, 薬学研究科, 教授 1993 – 1997: 大阪大学, 遺伝情報実験施設, 講師 Less
Review Section/Research Field	Principal Investigator Physical pharmacy / Physical pharmacy / Basic Section 47020:Pharmaceutical analytical chemistry and physicochemistry-related / Mathematical Sciences in Search of New Cooperation / Medical pharmacy Except Principal Investigator Algebra, Geometry, and related fields / Drug development chemistry / Public health/Health science / Environmental pharmacy
Keywords	Principal Investigator 計量薬学 / 化学記述子 / シフト検定法 / ニューラルネットワーク / PLS / PIEDA / 部分最小二乗法 / FMO / IFIE / 機械学習 … More / 多次元尺度構成法 / QSAR / 医薬品分子設計 / 主成分分析 / ロジスティック回帰 / ノンパラメトリック回帰 / Drug Design / Supervised Learning / United Learning / Computational Chemistry / Machine Learning / 正準相関分析 / 重回帰分析 / Chk1阻害剤 / 生物情報学 / 量子化学 / 生物学空間 / 多次元尺度法 / SBDD / 交差有効性検証法 / 多様体分析 / Isomap / LLE / 化学空間 / 生物空間 / 化学記述子空間 / フラグメント分子軌道法 / 多様体学習 / 生理活性空間 / FMO法 / グレブナー基底 / 医薬品有害事象 / Random Forest / JADER / 重大副作用 / 多数決法 / ランダムフォレスト / サポートベクターマシン / 副作用予測 / 多変量解析 / ROC曲線 / AI / 重篤希少有害事象 / マルチラベル学習 / スティーブンス・ジョンソン症候群 / 悪性症候群 / Stacking / ATCコード / 有害事象 / Pharmaceutical Information science / Pharmaceutical metric science / Bootstrap method / Computer intensive method / Bonferroni method / Multiple Comparison / Resampling method / 医薬情報学 / ブートストラップ法 / 計算機集約型統計解析法 / Bonferroni法 / 多重比較 / 標本再抽出法 / factor analysis / nonlinear classification / nonlinear problem / profiling analysis / independent component analysis / principal component analysis / metric pharmaceutical science / 5層砂時計型ニューラルネット / 自己組織化ニューラルネット / コンピュータ集約型統計法 / Hebbian学習 / 教師なし学習 / 非線形主成分分析 / Profiling Analysis / 要因解析 / 非線形分類 / 非線形問題 / Profilin Analysis / 独立成分解析 / Pharmacoepidemiology / Pharmainformatics / Metric Pharmacy / Artificial Neural Network / Decision Tree / Nonparametric Regression / Nonlinear Analysis / 平滑化法 / 薬剤疫学 / 情報薬学 / 決定木 / 非線形解析 / Shift Test Method / Computer Statistics / Robust Estimation / Neural Networks / 計算機統計学 / ロバスト推定法 / 定量的構造活性相関 / PCLS / バリマックス変換 / 主成分回帰 / 医薬学統計 / 説明変数 / 加水分解性予測 / 偶然の相関 / 判別分析 / 回帰分析 / 環境化学 / 加水分解 / 正則化 / Data Mining / Classification / Hydrolyzability / Elastic Net / Ridge Regression / L2 Regularization / L1 Regularization / Chance Correlation / ケモメトリックス / 定量的構造活性相関モデル / Stevens-Johnson症候群 / 中毒性表皮壊死症 / 皮膚粘膜眼症候群 / 相関ルール / データマイニング / シグナル検出 / Stevens-Johnson 症候群 / AERS … More Except Principal Investigator コンホメーション / 液晶NMR法 / イオノホア / グレブナー基底 / 最尤推定 / 分子記述子 / 医薬品候補化合物 / 数値計算 / 代数計算 / アンチセンス医薬 / バイオコンジュゲート / アンチセンス核酸 / ゲノム創薬 / 核酸医薬 / Recommended Dietary Allowances / Factorial Method / Simple Equation / Recommended Daily Exercise / Additional Exercise / Daily Activity Index / Daily Energy Expenditure / 栄養所要量 / 簡易算出法 / 運動所要量 / 付加運動量 / 生活活動指数 / エネルギー消費量 / 遺伝子型 / ゲノム情報 / 非結核性マイコバクテリウム / レジオネラ / 遺伝的多様性 / 結核性マイコバクテリウム / 分子疫学 / 水環境 / 非結核性抗酸菌 / 感染症 / 環境改変 / エンケファリン / ラザロシッドA / 二次元NMR法 / 膜透過速度 / 金属イオン / 高次構造予測 / GUI / ニューラルネットワーク / アルゴリズム / 2次構造推定 Less

Drug Design using Computational Chemistry and Multiple Supervised Machine Learning Systems based on Correlation between the SystemsPrincipal Investigator
- Principal Investigator
  
  高木達也
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 47020:Pharmaceutical analytical chemistry and physicochemistry-related
- Research Institution
  Osaka University
Development and Applications of Nonlinear Dimension Reduction with Weak SupervisiorsPrincipal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  2017 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Physical pharmacy
- Research Institution
  Osaka University
Challenges in creating a model for predicting adverse drug reactions of drug candidates using a strategy of integrating algebraic and numerical computation
- Principal Investigator
  
  Hibi Takayuki
- Project Period (FY)
  2017 – 2022
- Research Category
  
  Grant-in-Aid for Challenging Research (Pioneering)
- Research Field
  
  Algebra, Geometry, and related fields
- Research Institution
  Osaka University
Modeling for Prediction of Serious Adverse Events Probabilities of Drug CandidatesPrincipal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  2015 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Mathematical Sciences in Search of New Cooperation
- Research Institution
  Osaka University
An approach for eliminating chance correlations and its application to pharmaceutical data.Principal Investigator
- Principal Investigator
  
  Takagi Tatsuya
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Physical pharmacy
- Research Institution
  Osaka University
Development of platform technologies for antisense oligonucleotide-based therapeutics by a combination of nucleic acids chemistry and information sciences
- Principal Investigator
  
  Satoshi Obika
- Project Period (FY)
  2012 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Drug development chemistry
- Research Institution
  Osaka University
Study on Adverse Events ofDrugs usingData MiningPrincipal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  2009 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Medical pharmacy
- Research Institution
  Osaka University
Environmental disease : environmental alteration and infectious disease
- Principal Investigator
  
  NASU Masao
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Environmental pharmacy
- Research Institution
  Osaka University
Development of novel multiple comparison method and decision tree method using resampling techniques and its applications to medical and pharmaceutical data.Principal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  2003 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Physical pharmacy
- Research Institution
  Osaka University
Nonlinear Factor Analysis using HEP Neural Network and Its Application to Pharmaceutical and Medical DataPrincipal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  2001 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Physical pharmacy
- Research Institution
  Osaka University
Non-linear Analysis of Medical and Pharmaceutical Data using Neural Network and Generalized Additive ModelPrincipal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  1999 – 2000
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Physical pharmacy
- Research Institution
  Osaka University
Improvement of Artificial Neural Networks and Its Applications to QSARs.Principal Investigator
- Principal Investigator
  
  TAKAGI Tatsuya
- Project Period (FY)
  1996 – 1997
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Physical pharmacy
- Research Institution
  Osaka University
金属イオンの膜透過性を支配する天然超分子のNMRによる研究
- Principal Investigator
  
  FUJIWARA Hideaki
- Project Period (FY)
  1994
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Research Institution
  Osaka University
金属イオンの膜透過性を支配する天然超分子のNMRによる研究
- Principal Investigator
  
  藤原英明
- Project Period (FY)
  1994 – 1995
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Research Institution
  Osaka University
GUI環境下の遺伝子解析ソフトウェアの作成
- Principal Investigator
  
  NASU Masao
- Project Period (FY)
  1993
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Research Institution
  Osaka University
DEVELOPMENT OF AN EASY ESTIMATION SYSTEM OF DAILY ENERGY EXPENDITURE AND DESIRABLE ADDITIONAL EXERCISE FOR THE GENEWRAL PUBLIC
- Principal Investigator
  
  NISHIHARA Teruyo
- Project Period (FY)
  1993 – 1994
- Research Category
  
  Grant-in-Aid for Developmental Scientific Research (B)
- Research Field
  
  Public health/Health science
- Research Institution
  OTEMAE JUNIOR COLLEGE

[Book] Recent Advances of the Fragment Molecular Orbital Method: Enhanced Performance and Applicability2021
- Author(s)
  Yuji Mochizuki, Shigenori Tanaka, Kaori Fukuzawa(ed), Tatsuya Takagi et al.,
- Total Pages
  677
- Publisher
  Springer
- ISBN
  9789811592348
- Data Source
  KAKENHI-PROJECT-17K08235
[Journal Article] What will artificial intelligence bring us? What will it take away from us?2024
- Author(s)
  高木達也
- Journal Title
  
  生産と技術
  
  Volume: 76 Pages: 28-32
- Open Access
- Data Source
  KAKENHI-PROJECT-20K06987
[Journal Article] How Beneficial or Threatening is Artificial Intelligence?2023
- Author(s)
  TAKAGI Tatsuya
- Journal Title
  
  Chem-Bio Informatics Journal
  
  Volume: 23 Issue: 0 Pages: 7-13
- DOI
  10.1273/cbij.23.7
- ISSN
  1347-0442, 1347-6297
- Year and Date
  2023-02-20
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K06987, KAKENHI-PROJECT-17K08235
[Journal Article] Computational <i>ab initio</i> interaction analyses between neutralizing antibody and SARS-CoV-2 variant spike proteins using the fragment molecular orbital method2021
- Author(s)
  Watanabe Kazuki、Watanabe Chiduru、Honma Teruki、Tian Yu-Shi、Kawashima Yusuke、Kawashita Norihito、Fukuzawa Kaori、Takagi Tatsuya
- Journal Title
  
  Bulletin of the Chemical Society of Japan
  
  Volume: 94 Issue: 6 Pages: 1794-1798
- DOI
  10.1246/bcsj.20210104
- NAID
  130008066569
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K08235, KAKENHI-PROJECT-20K06987
[Journal Article] Intermolecular Interaction Analyses on SARS-CoV-2 Spike Protein Receptor Binding Domain and Human Angiotensin-Converting Enzyme 2 Receptor-Blocking Antibody/Peptide Using Fragment Molecular Orbital Calculation2021
- Author(s)
  Kazuki Watanabe, Chiduru Watanabe, Teruki Honma, Yu-Shi Tian, Yusuke Kawashima, Norihito Kawashita, Tatsuya Takagi, Kaori Fukuzawa
- Journal Title
  
  J. Phys. Chem. Lett.
  
  Volume: 12 Issue: 16 Pages: 4059-4066
- DOI
  10.1021/acs.jpclett.1c00663
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K06615, KAKENHI-PROJECT-20K06987
[Journal Article] Intermolecular Interaction Analyses on SARS-CoV-2 Receptor Binding Domain and Human Angiotensin-Converting Enzyme 2 Receptor-Blocking Antibody/peptide Using Fragment Molecular Orbital Calculation2020
- Author(s)
  Kazuki Watanabe, Chiduru Watanabe, Teruki Honma, Yu-Shi Tian, Yusuke Kawashima, Norihito Kawashita, Tatsuya Takagi, Kaori Fukuzawa
- Journal Title
  
  ChemRxiv
  
  Volume: 38.v1 Pages: 1-88
- Open Access
- Data Source
  KAKENHI-PROJECT-17K08235
[Journal Article] A practical estimation method for analyzing adverse drug reactions using data mining2013
- Author(s)
  Y. Shirakuni, K. Okamoto, E. Uejima, S. Inui, J. Takahara, T. Ohgaru, H. Yamasaki, Y.-S. Tian, N. Kawashita, R. Inoue, T. Yasunaga, T. Takagi
- Journal Title
  
  Therapeutic Innovation & Regulatory Science
  
  Volume: 47(2) Pages: 235-241
- Data Source
  KAKENHI-PROJECT-21590157
[Journal Article] Signal Detection of Drug Complications Applying Association Rule Learning for Stevens-Johnson Syndrome2009
- Author(s)
  Y. Shirakuni, K. Okamoto, N. Kawashita, T. Yasunaga, T. Takagi
- Journal Title
  
  J. Comput. Aided Chem.
  
  Volume: 10 Pages: 118-127
- DOI
  10.2751/jcac.10.118
- NAID
  130004927274
- ISSN
  1345-8647
- Language
  English
- Data Source
  KAKENHI-PROJECT-21590157
[Journal Article] Introduction of Multiple Comparison Method2005
- Author(s)
  Tatsuya TAKAGI
- Journal Title
  
  CICSJ Bull. vol.23(1)
  
  Pages: 2-8
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] 多重比較入門2005
- Author(s)
  高木達也
- Journal Title
  
  CICSJ Bulletin 23(in press)
- NAID
  130000091127
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] 多重比較入門2005
- Author(s)
  高木達也
- Journal Title
  
  CICSJ Bulletin 23(1)
  
  Pages: 2-8
- NAID
  130000091127
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] 統計解析の基礎検定・推定・多重比較(実験データの解釈のために)2004
- Author(s)
  高木達也
- Journal Title
  
  CICSJ Bulletin 22(1)
  
  Pages: 1-9
- NAID
  130000091175
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] Basis of Statistical Science : test of significance, interval estimation, and multiple comparison (for experimental data analyses)2004
- Author(s)
  Tatsuya TAKAGI
- Journal Title
  
  CICSJ Bull. vol.22(1)
  
  Pages: 1-9
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] 統計解析の基礎検定・推定・多重比較(実験データの解釈のために)2004
- Author(s)
  高木達也
- Journal Title
  
  CICSJ Bulletin 22(1)
  
  Pages: 1-9
- NAID
  130000091175
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] A New Procedure of Validation for Binary Tree Models using Resampling Technique.2004
- Author(s)
  Tatsuya TAKAGI, et al.
- Journal Title
  
  Journal of Computer Aided Chemistry 5
  
  Pages: 35-46
- NAID
  130004428055
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15590042
[Journal Article] A New Procedure of Validation for Binary Tree Models using Resampling Technique2004
- Author(s)
  Tatsuya TAKAGI, Kousuke OKAMOTO, Masahiko YOKOTA Teruo YASUNAGA
- Journal Title
  
  Journal of Computer Aided Chemistry Vol.5
  
  Pages: 35-46
- NAID
  130004428055
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15590042
[Presentation] 計量薬学の歴史と未来2021
- Author(s)
  高木達也
- Organizer
  第49回構造活性相関シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-20K06987
[Presentation] 計量薬学の歴史と未来2021
- Author(s)
  高木達也
- Organizer
  第49回構造活性相関シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-17K08235
[Presentation] FMO 計算を用いたSARS-CoV-2 のRBD-中和抗体間の相互作用解析2020
- Author(s)
  渡邉一樹、川嶋裕介、福澤薫、渡邉千鶴、本間光貴、田雨時、川下理日人、高木達也
- Organizer
  第48 回構造活性相関シンポジウム
- Data Source
  KAKENHI-PROJECT-17K08235
[Presentation] FMO 計算を用いた SARS-CoV-2 の RBD-中和抗体間の相互作用解析2020
- Author(s)
  渡邉一樹、川嶋裕介、福澤薫、渡邉千鶴、本間光貴、田雨時、川下理日人、高木達也
- Organizer
  第48回構造活性相関シンポジウム
- Data Source
  KAKENHI-PROJECT-20K06987
[Presentation] Examination of statistical methods for analyzing Fragment Molecular Orbital calculation results on ligand-protein interactions.2019
- Author(s)
  Yusuke Kawashima, Nanami Mori, Hirotomo Moriwaki, Norihito Kawashita, Tian Yu-Shi, Tatsuya Takagi
- Organizer
  9th Conference of the Asia-Pacific Association of Theoretical and Computational Chemists
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K08235
[Presentation] 機械学習を用いた悪性症候群予測モデルの構築2019
- Author(s)
  望月麻衣、福戸康平、田雨時、高木達也
- Organizer
  第47回構造活性相関シンポジウム（熊本）
- Data Source
  KAKENHI-PROJECT-15KT0017
[Presentation] SBDD of MDM2 and beta-Secretase Inhibitors Using FMO and PLS2018
- Author(s)
  Naoto Motoyama, Tian Yu-shi, Yuji Hashimoto, Hirotomo Moriwaki, Tatsuya Takagi, Norihito Kawashita
- Organizer
  11th China-Japan Symposium on Drug Design and Development
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K08235
[Presentation] SBDD of MDM2 and beta-Secretase Inhibitors Using FMO and PLS2018
- Author(s)
  Naoto Motoyama, Tian Yu-shi, Yuji Hashimoto, Hirotomo Moriwaki, Tatsuya Takagi, Norihito Kawashita
- Organizer
  20th International Conference on Computer Aided Drug Designing and Drug Delivery
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K08235
[Presentation] Prediction of Serious Adverse Events Using Machine Learning2018
- Author(s)
  Yushi-Tian, Hirotomo Moriwaki, Hiroaki Moriuchi, Satoshi Aoki, Nobuki Takayama, Norihito Kawashita, Takayuki Hibi, Tatsuya Takagi
- Organizer
  19th International Conference on Medicinal Chemistry and Multi Targeted Drug Delivery
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15KT0017
[Presentation] 機械学習を用いた医薬品の有害事象の予測モデル構築の検討2018
- Author(s)
  Ni Tao、高木達也、日比孝之、望月麻衣、森脇寛智、田雨時
- Organizer
  第46回構造活性相関シンポジウム
- Data Source
  KAKENHI-PROJECT-15KT0017
[Presentation] SBDD of MDM2 Inhibitors Using FMO and Data Mining Method2017
- Author(s)
  Tatsuya TAKAGI
- Organizer
  18th International Conference on Medicinal Chemistry & Targeted Drug Delivery
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K08235
[Presentation] Prediction of Serious Adverse Events Using Machine Learning2017
- Author(s)
  Tatsuya TAKAGI
- Organizer
  11th Asian Federation for Medicinal Chemistry's International Medicinal Chemistry Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15KT0017
[Presentation] Logistic Regression Analysis for Predicting Hydrolysability using Regularization Techniques2016
- Author(s)
  Tatsuya TAKAGI
- Organizer
  5th International Conference on Biometrics & Biostatistics
- Place of Presentation
  Houston, USA
- Year and Date
  2016-10-20
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25460035
[Presentation] Predicting Hydrolyzability using Logistic Regression Analyses and Regularization Techniques2016
- Author(s)
  Tomoko Hatta, Norihito Kawashita, Yu-shi Tian, Tatsuya Takagi
- Organizer
  XVI Chemometrics in Analytical Chemistry 2016
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2016-06-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25460035
[Presentation] A Novel Combinatorial Regression Mmethod For Avoiding Chance Correlations.2015
- Author(s)
  Tatsuya Takagi, Norihito Kawashita, Tomoko Hatta, Tamaki Takaya, Yushi Tian, Kousuke Okamoto
- Organizer
  XV Chemometrics in Analytical Chemistry 2015
- Place of Presentation
  Changsha，China
- Year and Date
  2015-06-22
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25460035
[Presentation] Chance Correlation を可能な限り回避する回帰手法の開発と応用2015
- Author(s)
  八田朋子, 川下理日人, 田雨時, 高木達也
- Organizer
  第38回ケモインフォマティクス討論会
- Place of Presentation
  東京
- Year and Date
  2015-10-08
- Data Source
  KAKENHI-PROJECT-25460035
[Presentation] mRNA structure prediction targeting antisense oligonucleotides (AONs).2015
- Author(s)
  Yamashita M., Kawashita N., Yamamoto T., Okamoto K., Takagi T., Obika S.
- Organizer
  PACIFICHEM 2015
- Place of Presentation
  米国・ハワイ・ホノルル
- Year and Date
  2015-12-15
- Data Source
  KAKENHI-PROJECT-24249007
[Presentation] Development of Combinatorial Regression Method for Avoiding Chance Correlations2014
- Author(s)
  Tatsuya TAKAGI
- Organizer
  PLS'14
- Place of Presentation
  Paris
- Data Source
  KAKENHI-PROJECT-25460035
[Presentation] Prediction of antisense efficacy using sequence motifs and neural network2014
- Author(s)
  Mako Kitani, Norihito Kawashita, Tsuyoshi Yamamoto, Maki Yamashita, Kousuke Okamoto, Tatsuya Takagi, Satoshi Obika
- Organizer
  International Chemometrics Research Meeting 2014
- Place of Presentation
  Berg en Dal, the Netherlands
- Year and Date
  2014-09-15
- Data Source
  KAKENHI-PROJECT-24249007
[Presentation] A simple additive non-parametric regression method and its application to QSAR2012
- Author(s)
  Tatsuya TAKAGI
- Organizer
  Omics Group International Conference and Exhibition onComputer Aided Drug Design & QSAR
- Place of Presentation
  Chicago
- Invited
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] Prediction of the Likelihood of Adverse Reactions of Medicines using Chemical Properties2011
- Author(s)
  T. Takagi
- Organizer
  ICCA-LRI and Heaslth Canada Symposium
- Place of Presentation
  Quebec-city
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] FDAデータベースを用いたデータマイニング2010
- Author(s)
  井上藍, 白國優子, 川下理日人, 岡本晃典, 高木達也
- Organizer
  第33回情報化学討論会(徳島)
- Place of Presentation
  徳島大学工学部共通講義棟
- Year and Date
  2010-10-30
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] FDA データベースを用いたデータマイニング2010
- Author(s)
  井上藍、白國優子、川下理日人、岡本晃典、高木達也
- Organizer
  第33回情報化学討論会
- Place of Presentation
  徳島
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] 多変量解析法を用いた疾患・副作用の予後予測支援2010
- Author(s)
  高木達也
- Organizer
  日本薬学会第130 年会
- Place of Presentation
  岡山
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] 新規ノンパラメトリック回帰手法の応用2009
- Author(s)
  米倉聡, 岡本晃典, 川下理日人, 日高伸之介, 山崎広之, 川瀬雅也, 高木達也
- Organizer
  第32回情報化学討論会山口
- Place of Presentation
  常盤工業会会館(山口)
- Year and Date
  2009-10-29
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] 新規ノンパラメトリック回帰手法の応用2009
- Author(s)
  米倉聡、岡本晃典、川下理日人、日高伸之介、山崎広之、川瀬雅也、高木達也
- Organizer
  第32回情報化学討論会
- Place of Presentation
  宇部
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] Statistical Study on Chemical Risk Factors for SJS/TEN2009
- Author(s)
  Y. Shirakuni, E. Uejima, J. Takahara, K. Okamoto, N. Kawashita, T. Yasunaga, S. Inui, T. Takagi
- Organizer
  9th ISoP Annual Meeting
- Place of Presentation
  Reims, France
- Data Source
  KAKENHI-PROJECT-21590157
[Presentation] A Novel Combinatorial Regression Method for Avoiding Chance Correlations
- Author(s)
  Tatsuya Takagi, Norihito Kawashita, Tomoko Hatta, Tamaki Takaya, Tian Yu-shi, Kousuke Okamoto
- Organizer
  XV Chemometrics in Analytical Chemistry
- Place of Presentation
  長沙、中国
- Year and Date
  2015-06-22 – 2015-06-26
- Invited
- Data Source
  KAKENHI-PROJECT-25460035
[Presentation] 配列モチーフを用いたアンチセンス効果予測モデルの構築
- Author(s)
  木谷真子、川下理日人、山本剛史、山下真季、岡本晃典、高木達也、小比賀聡
- Organizer
  第16回日本RNA学会
- Place of Presentation
  名古屋
- Year and Date
  2014-07-23 – 2014-07-25
- Data Source
  KAKENHI-PROJECT-24249007
[Presentation] Development of Combinatorial Regression Method for Avoiding Chance Correlations
- Author(s)
  Tomoko Hatta, Tamaki Takaya, Tatsuya Takagi, Norihito Kawashita, Kousuke Okamoto
- Organizer
  8th International Conference on Partial Least Squares and Related Methods
- Place of Presentation
  Paris
- Year and Date
  2014-05-26 – 2014-05-28
- Data Source
  KAKENHI-PROJECT-25460035

1. FUJIWARA Hideaki (90107102)

# of Collaborated Projects: 4 results

# of Collaborated Products: 0 results
2. KAWASHITA Norihito (00423111)

# of Collaborated Projects: 4 results

# of Collaborated Products: 16 results
3. OKAMOTO Kousuke (70437309)

# of Collaborated Projects: 3 results

# of Collaborated Products: 9 results
4. NASU Masao (90218040)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. YASUNAGA Teruo (20260630)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
6. Hibi Takayuki (80181113)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
7. 田雨時 (60761252)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
8. TANI Katsuji (50217113)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. IWAMOTO Tomotada (70416402)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. YAMAGUCHI Nobuyasu (20252702)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. BABA Takashi (20423121)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. KAWABATA Zenichiro (80108456)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. ICHIJO Tomoaki (20513899)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. UEJIMA Etsuko (80432441)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
15. NISHIHARA Teruyo (70189299)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. NISHIHARA Tsutomu (50028859)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. OSHITA Itiko (90150854)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. Satoshi Obika (80243252)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
19. KODAMA Tetsuya (00432443)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. MORIHIRO Kunihiko (70713890)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. KOIZUMI Yoshihiko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

TAKAGI TATSUYA 高木 達也

TAKAGI Tatsuya 高木 達也

Research Projects

Research Products

Co-Researchers

Drug Design using Computational Chemistry and Multiple Supervised Machine Learning Systems based on Correlation between the SystemsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development and Applications of Nonlinear Dimension Reduction with Weak SupervisiorsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Challenges in creating a model for predicting adverse drug reactions of drug candidates using a strategy of integrating algebraic and numerical computation

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Modeling for Prediction of Serious Adverse Events Probabilities of Drug CandidatesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

An approach for eliminating chance correlations and its application to pharmaceutical data.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of platform technologies for antisense oligonucleotide-based therapeutics by a combination of nucleic acids chemistry and information sciences

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Study on Adverse Events ofDrugs usingData MiningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Environmental disease : environmental alteration and infectious disease

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of novel multiple comparison method and decision tree method using resampling techniques and its applications to medical and pharmaceutical data.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Nonlinear Factor Analysis using HEP Neural Network and Its Application to Pharmaceutical and Medical DataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Non-linear Analysis of Medical and Pharmaceutical Data using Neural Network and Generalized Additive ModelPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Improvement of Artificial Neural Networks and Its Applications to QSARs.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

金属イオンの膜透過性を支配する天然超分子のNMRによる研究

Principal Investigator

Project Period (FY)

TAKAGI TATSUYA 高木達也

TAKAGI Tatsuya 高木達也