Shiga University of Medical Science · Faculty of Medicine · 講師

Research keywordsCT report triage・preoperative 3D simulation・image quality assessment・radiomics・PET dose anomaly detection・whole body musculoskeletal segmentation・dynamic ventilation CT・cardiac imaging visualization

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• Comparative Evaluation of Encoder- and Decoder-Based Models for Actionable Findings in CT Reports2026 · JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2026年03月09日
• Artificial Intelligence-Driven 3D Simulation System for Enhanced Preoperative Planning in Gastric Cancer Surgery: A Retrospective Validation Study.2025 · Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract, 2025年12月08日
• Usefulness of Isosurface Geometric Measurement on Volume‐Rendered Images for Quantitative Measurements of Complex Cardiac Anatomical Features2025 · Journal of Cardiac Surgery, 2025年01月,
• Evaluation of the feasibility of anomaly detection for dose management in PET examinations.2025 · Annals of nuclear medicine, 2025年06月16日

• フラットパネルデテクタを用いた胸部座位型超低線量CTの研究
• 呼吸動態CTによる換気血流解析と吸気終末CTでの換気血流不均衡予測モデルの確立
• 薬剤性肺障害ウサギモデルを用いた病理組織とCT画像の対比
• ハイブリッドレンダリング技術を用いた三次元画像解析法の確立

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