Kyoto University · Faculty of Medicine / Graduate School of Medicine

Research keywordsbiostatistics・clinical trial design・dose finding methods・hierarchical mixture models・genome wide association statistics・neuroimaging statistics・recurrent event analysis

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• Application of the Multi-Dimensional Hierarchical Mixture Model to Cross-Disorder Genome-Wide Association Studies2019 · 16TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY-NEW GENERATIONS (ITNG 2019),
• A Model-Based Framework for Voxel and Region Level Inferences in Neuroimaging Disease-Association Studies2019 · 16TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY-NEW GENERATIONS (ITNG 2019),
• Subphenotype-Specific Risk of Intracranial Hemorrhage During Extracorporeal Membrane Oxygenation in Acute Respiratory Distress Syndrome.1992 · ASAIO journal (American Society for Artificial Internal Organs : 1992),
• A dose-response meta-analysis of coffee consumption and colorectal cancer risk in the Japanese population: application of a cubic-spline modelJournal of Epidemiology,

• 個別化医療のための人工知能・深層学習に対する統計学的評価法の開発
• 個別化医療実現のための臨床研究のデザインと統計解析に関する研究
• 個別化医療の開発のための統計的方法論の構築とその実践に関する総合的研究
• 網羅的遺伝子発現解析を利用した肝癌再発予測システムの構築と治療標的分子の同定

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