St. Marianna University School of Medicine · School of Medicine · 助教

Research keywordsartificial intelligence in nephrology・large language models・machine learning diagnosis・IgA nephropathy・minimal change disease・hemodialysis care robotics・board examination performance

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• Transforming Hemodialysis Care: A Tripartite Collaboration Model Among Medical Staff, AI Agents, and Robots2026
• Deep Learning-Identified Clinical Trajectory Patterns and Associations with Kidney Outcomes in IgA Nephropathy2025
• Performance of reasoning large language models on nephrology multiple-choice questions2025
• Performance of o1 pro and GPT-4 in self-assessment questions for nephrology board renewal2025

• 深層学習を用いたIgA腎症の動的予後予測モデルの開発と臨床的有用性の評価2026
• 機械学習を用いた低侵襲かつ汎用的な腎臓病診断予測モデルの開発2025

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