Juntendo University · Graduate School of Health Data Science · 講師

Research keywordsdialogue systems・biomedical signal reconstruction・cross-lingual summarization・brain tumor grading・diffusion models・multimodal medical AI・grounded question answering

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• Factually Consistent Prompting with LLMs for Cross-Lingual Dialogue Summarization2026
• Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models2026
• MoRE-Net: An Interpretable and Modality-robust Model for Brain Tumor Grading2026
• Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations2026

• Reliable Tensor-Network Fusion Approach to Medical Informatics: Novel Techniques and Benchmarks2024
• 脳の構造と活動データに基づくデジタル脳の機能化と脳アーキテクチャを考慮した深層学習モデルの構築2024
• 人間の視覚特性に基づく画像/ビデオの圧縮方法の研究2022

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