Nihon University · Department of Medicine / Faculty of Medicine

Research keywords機械学習・レギュラトリーサイエンス・臨床薬理学・データマイニング・薬剤疫学

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• Drug-Induced Liver Injury with Eosinophilia: A Case–Control Study Using Electronic Medical Records2026 · Biological and Pharmaceutical Bulletin, 2026年01月, 査読有り, 通常論文
• Non‐linear dose–response relationship for metformin in Japanese patients with type 2 diabetes: Analysis of irregular longitudinal data by interpretable machine learning models2025 · Pharmacology Research & Perspectives, 2025年02月, 査読有り
• Association between daily dose of dipeptidyl peptidase-4 inhibitors and change in glycated hemoglobin in patients with type 2 diabetes: interpretation of mixed-effects machine-learning models using electronic medical records2025 · BMC Pharmacology and Toxicology, 2025年11月, 査読有り
• Late development of OCD-like phenotypes in Dlgap1 knockout mice2024 · Psychopharmacology, 2024年08月, 査読有り

• 解釈可能な機械学習アルゴリズムを用いた血糖降下薬の非線形な用量反応関係の評価2024
• 機械学習アプローチによる薬物性肝障害の発症に寄与する未知の薬物間相互作用の検出2022

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