Research theme for competitive and other funds (12):
2021 - 2025 Can we prevent the social penetration of gaming disorder? Basic research for integrated scientific evaluation and early countermeasures against gaming disorder
2021 - 2025 関節炎が起こる前段階で関節リウマチの発症を人工知能で予測する多角的研究
2020 - 2025 Innovative Developments of Theories and Methodologies for Large Complex Data
2020 - 2023 健康医療データと全ゲノム情報間の相互作用を考慮したリスク予測モデリング
2015 - 2020 大規模複雑データの理論と方法論の総合的研究
2016 - 2019 大規模ゲノムデータの相関構造を考慮した遺伝的予測モデリング
2016 - 2019 深層学習による大規模ゲノムコホート解析
2013 - 2016 スパース正則化による判別とグループ化に基づく意思決定システムの構築
2013 - 2016 ゲノムコホート研究のための遺伝統計学
2013 - 2016 強力なゲノムワイド遺伝子×遺伝子および遺伝子×環境相互作用解析法の開発
2010 - 2013 ゲノムワイド遺伝子×遺伝子相互作用解析法の開発
2009 - 2012 効率的なモデル選択手法の開発とデータ構造発見への応用
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Papers (49):
Masao Ueki. Out-of-cluster Prediction for Model Selection in Regression with Unsupervised Clustering. Statistica Sinica. 2029. 39. 1
Jun Akatsuka, Kotaro Tsutsumi, Mami Takadate, Yasushi Numata, Hiromu Morikawa, Atsushi Marugame, Hayato Takeda, Yuki Endo, Yuka Toyama, Takayuki Takahashi, et al. Clinically informed intermediate reasoning enables generalizable prostate cancer prognostication through machine learning in limited settings. NPJ DIGITAL MEDICINE. 2025. 9. 1
Yutaro Kabata, Hirotaka Matsumoto, Seiichi Uchida, Masao Ueki. Singularities in bivariate normal mixtures. INFORMATION GEOMETRY. 2025
Midori Filiz Nishimura, Tomoka Haratake, Yoshito Nishimura, Asami Nishikori, Remi Sumiyoshi, Hideki Ujiie, Yuri Kawahara, Tomohiro Koga, Masao Ueki, Dorottya Laczko, et al. International Consensus Histopathological Criteria for Subtyping Idiopathic Multicentric Castleman Disease Based on Machine Learning Analysis. American journal of hematology. 2025. 100. 9. 1502-1512
Masao Ueki. A deflation-adjusted Bayesian information criterion for selecting the number of clusters in K-means clustering. Computational Statistics & Data Analysis. 2025. 209. 108170-108170
Masao Ueki, Yuko Araki. Special feature: Recent advances in biostatistics PREFACE. JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE. 2025. 8. 1. 319-322
A deflation-adjusted Bayesian information criterion for K-means clustering, and its application to subtyping for survival analysis
(International Workshop 2025: Innovations in Survival Analysis for Biomedical & Health Data 2025)
2005 - 2008 Okayama University Graduate School of Environmental Science
2003 - 2005 Okayama University Graduate School of Natural Science and Technology
1999 - 2003 Okayama University Faculty of Environmental Science and Technology Department of Environmental and Mathematical Sciences
Professional career (1):
PhD (Environmental Science) (Okayama University)
Work history (14):
2024/04 - 現在 Nagasaki University Graduate school of Integrated Science and Technology Professor
2023/11 - 現在 Nagasaki University Institute of Integrated Science and Technology Vice Dean
2022/10 - 現在 Nagasaki University Doctor of Public Health Professor
2020/04 - 現在 School of Information and Data Sciences, Nagasaki University Professor
2019/04 - 現在 RIKEN RIKEN Center for Advanced Intelligence Project Visiting Scientist
2019/04 - 現在 The Institute of Statistical Mathematics Risk Analysis Research Center Visiting Professor
2017/06 - 2020/03 RIKEN RIKEN Center for Advanced Intelligence Project Researcher
2016/11 - 2019/03 The Institute of Statistical Mathematics Risk Analysis Research Center Visiting Associate Professor
2016/04 - 2017/05 Kurume University Biostatistics Center Associate Professor
2015/05 - 2016/03 Kurume University Biostatistics Center Lecturer
2013/08 - 2015/04 Tohoku University Tohoku Medical Megabank Organization Assistant Professor
2011/05 - 2013/07 Yamagata University Faculty of Medicine Assistant Professor
2009/06 - 2011/04 Yamagata University Faculty of Medicine Project Assistant Professor
2008/04 - 2009/05 Research Organization of Information and Systems Project Researcher
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Awards (2):
2025/05 - Springer Nature Springer Nature Editor of Distinction Awards 2025: The Editorial Contribution Award for your contributions to Japanese Journal of Statistics and Data Science
2016/05 - 2015年度日本計算機統計学会論文賞
Association Membership(s) (3):
THE JAPAN SOCIETY OF HUMAN GENETICS
, JAPANESE SOCIETY OF COMPUTATIONAL STATISTICS
, THE JAPAN STATISTICAL SOCIETY