Sugimoto Tomoyuki

スギモトトモユキ | Sugimoto Tomoyuki

Affiliation and department：
Job title： Professor

Research field (4)： Statistical science , Intelligent informatics , Applied mathematics and statistics , Basic mathematics

Research keywords (4)： Mathematical statistics , Biostatistic , Computational statistics, Machine learning , Time-to-event data analysis (Survival analysis)

Research theme for competitive and other funds (27)：

2024 - 2027 Development of Inference theory, methods, and machine learning for multidimensional time-to-event data analysis
2024 - 2027 機械学習を用いた胆管癌悪性度予測モデルの構築
2021 - 2024 Construction of DNA Methylation Markers for liqid biopsy of Pancreatic Cancer.
2021 - 2024 Inferences and machine learning methods for multivariate time-to-event data with incomplete information
2020 - 2023 統計解析コンサルティング

2020 - 2023 データ研磨プロセスにおけるGUIソフト導入による俗人化課題解決

2019 - 2023 滋賀大学・帝国データバンク共同研究センター「Data Engineering and Machine Learning Center」

2019 - 2023 業務プロセスにおける機械学習による課題解決

2020 - 2022 データサイエンス・AI技術活用による配送割り振り・ルートの自動最適化

2017 - 2021 Semiparametric inferences for time-to-event data with incomplete data and their multidimensional extensions

2016 - 2019 Prognostic model to support their decision making of cancer patients in the era of precision medicine

2018 - 2019 データサイエンティスト育成に向けたカリキュラム・教材に関する研究

2017 - 2018 データサイエンティスト育成に向けたカリキュラム・教材に関する研究

2014 - 2017 Theories and applications of semiparametric inferences for time-to-event data with incomplete data

2014 - 2017 Statistical frameworks for efficient decision-making in complex clinical trial designs

2010 - 2014 Statistical prediction, causation, incomplete data analysis and foundation of sciencee

2011 - 2013 Statistical Issues in Complex Medical Product Development

2011 - 2013 Unification of three-type likelihood-inferences and its application development in Cox-type counting processes model under incomplete data

2010 - 2011 Estimation of cure fraction for cancer patients : Evaluation of cancer care

2008 - 2010 樹木構造接近法に基づく統計的推論過程の研究と医学データへの適用基盤整備

2008 - 2010 Statistical Methodologies for Improving Predictability in Clinical Research and Development of Drugs

2007 - 2009 Inference in the statistical models for counting processes information with incomplete data and studies of three types of partial likelihoods

2004 - 2006 不完全な付随情報とCox計数過程に基づく統計モデルの推測の研究

2003 - 2005 Studies on statistical analysis process of lifetime information

2003 - 2005 Between ICA and SEM

2002 - 2005 Study of tree-structured approach

2002 - 2003 RESEARCH OF STATISTICAL INFERENCE PROCESS IN THE HIGH-DIMENSIONAL INFORMATION PROCESSING

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Papers (69)：

Keisuke Hanada, Tomoyuki Sugimoto. Meta-Analysis for Time-to-event Outcome Based on Restored Individual Participant Data and Summary Statistics. Japanese Journal of Biometrics. 2024. 45. 1. 115-131
Kenta Tanaka, Tomoyuki Sugimoto. On the Use of Gaussian Process Regression and Multiple Imputation in Cox Regression Models with Time-Dependent Covariates. 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). 2024. 1955-1960
Minami Kanakura, Keigo Kihara, Makoto Kinoshita, Tomoyuki Sugimoto, Hisashi Murata, Shohei Beppu, Naoyuki Shiraishi, Yasuko Sugiyama, Toru Koda, Masanori P Takahashi, et al. Switching disease-modifying therapies from sphingosine-1-phosphate receptor modulators to natalizumab or dimethyl fumarate restores immune responses after SARS-CoV-2 mRNA vaccination in patients with multiple sclerosis. Clinical neurology and neurosurgery. 2024. 243. 108378-108378
Ratna Dini Haryuni, Takamasa Nukui, Jin-Lan Piao, Takashi Shirakura, Chieko Matsui, Tomoyuki Sugimoto, Kousuke Baba, Shunya Nakane, Yuji Nakatsuji. Elevated Serum Xanthine Oxidase and Its Correlation with Antioxidant Status in Patients with Parkinson's Disease. Biomolecules. 2024. 14. 4
Mikito Shimizu, Naoyuki Shiraishi, Satoru Tada, Tsutomu Sasaki, Goichi Beck, Seiichi Nagano, Makoto Kinoshita, Hisae Sumi, Tomoyuki Sugimoto, Yoko Ishida, et al. RGMa collapses the neuronal actin barrier against disease-implicated protein and exacerbates ALS. Science Advances. 2023. 9. 47

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MISC (5)：

丸尾和司, 杉本知之, 後藤昌司. 統計科学における検定の解釈に関する留意点. 骨粗鬆症治療. 2015. 14. 1. 87-90
杉本知之, 河合統介, 後藤昌司. 臨床研究を評価する際の注意点とは. 骨粗鬆症治療. 2014. 13. 3. 246-251
杉本知之. イベント情報をどのように評価するか-How do we evaluate clinical events in the trial?. 医学のあゆみ. 2013. 244. 13. 1229-1233
Introduction to medical statistics (1). 2010. 2. 3. 235-243
Yuji Nakatsuji, Masayuki Moriya, Tatsusada Okuno, Makoto Kinoshita, Tomoyuki Sugimoto, Ayako Konomi, Misa Nakano, Hitoshi Kikutani, Atsushi Kumanogoh, Saburo Sakoda. Elevated serum Sema4A level in patients with multiple sclerosis. JOURNAL OF NEUROIMMUNOLOGY. 2008. 203. 2. 129-129

Books (4)：

実況!Rで学ぶ医療・製薬系データサイエンスセミナー
学術図書出版社 2023 ISBN:9784780611038
生存時間解析
朝倉書店 2021 ISBN:9784254128611
Sample size determination in clinical trials with multiple endpoints
Springer 2015 ISBN:9783319220048
樹木構造接近法
共立出版 2013 ISBN:9784320110564

Lectures and oral presentations (3)：

Estimation and log-rank testing procedure via bivariate survival copula models under semi-competing risk
(The 26th International Conference on Computational Statistics 2024)
少数試験メタアナリシスでの分散推定
(日本計算機統計学会第38回大会 2024)
データサイエンスと各業界への拡がり
(日本計算機統計学会第38回大会 2024)

Education (3)：

1999 - 2000 Osaka University Graduate School, Division of Engineering Science
1997 - 1999 Osaka University Graduate School, Division of Engineering Science
1993 - 1997 Osaka University Faculty of Science Mathematics

Professional career (3)：

Ph.D (Osaka University)
工学(修士) (大阪大学)
博士(理学) (大阪大学)

Work history (9)：

2024/04 - 現在 Osaka University Graduate School of Engineering and Science Prof
2024/04 - 現在滋賀大学データサイエンス学部客員教授
2019/04 - 2024/03 Shiga University Faculty of Data science Professor
2016/04 - 2019/03 Kagoshima University Graduate School of Science and Engineering Professor
2011/04 - 2016/04 Hirosaki University Graduate School of Science and Technology Associate Professor

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Committee career (15)：

2018 - 現在 Japanese Journal of Statistics and Data Science 編集委員
2011 - 現在日本計算機統計学会理事
2024/01 - 2024/12 2024年度統計関連連合大会プログラム委員
2023 - 2024 日本計算機統計学会評議員
2023 - 2023 2023年度統計関連連合大会プログラム委員

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Awards (3)：

2024/03 - 滋賀大学令和5年度職員表彰学長賞
2013 - Nishi Memorial Award in Gastric Cancer Fujita et al.(2012)
2001 - 日本計算機統計学会文献賞

Association Membership(s) (4)：

Institute of Mathematical Statistics , American Statistical Association , Japan Statistical Society , Japanese Society of Computational Statistics

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