Kumamoto University · Research Division of Life Sciences

Research keywordsDual-layer spectral detector CT・低線量CT・深層学習再構成・造影剤節減・画像診断・放射線被曝低減・腹部CT

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• Contrast-specific conversion factor for accurate radiation dose estimation in contrast-enhanced abdominal computed tomography.2026 · Journal of clinical imaging science
• Performance of State-of-the-Art Multimodal Large Language Models on an Image-Rich Radiology Board Examination: Comparison to Human Examinees.2026 · Academic radiology
• Image quality comparison between low-dose thin-slice deep-learning reconstruction and standard-dose thick-slice hybrid iterative reconstruction in pediatric abdominal CT.2026 · European journal of radiology
• Evaluation of DeepSeek-R1 and contemporary large language models on the radiology board examination: A milestone achieved as open-source model matches performance with closed-source model.2026 · European journal of radiology

• Multi-energy CTを用いた副腎腫瘍の非侵襲的な診断手法の確立2024 · 医学系研究助成（臨床）
• 定量的磁化率マッピングを用いた中枢神経系悪性リンパ腫の免疫微小環境の画像化の開発2024 · 科学研究費助成事業
• 超解像技術を活用した小児CTの被ばく線量最適化2023 · 科学研究費助成事業 若手研究
• 人工知能を用いて多層検出器CT画像より疑似的なMR画像を作成する研究2021 · 科学研究費助成事業 基盤研究(C)

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