Saitama Medical University · Faculty of Medicine / Graduate School of Medicine · 講師

Research keywordsMRI texture analysis・musculoskeletal imaging・knee osteoarthritis・kidney MRI・medical image classification・machine learning in radiology

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• Utility of contrast-enhanced 3D STIR FLAIR imaging for evaluating pituitary adenomas at 3 Tesla
• Texture analysis of muscle MRI: machine learning-based classifications in idiopathic inflammatory myopathies.
• Three-dimensional convolutional neural network-based classification of chronic kidney disease severity using kidney MRI
• 変形性関節症の定量的画像評価・解析法について

• 2023/04～2025/03 MRI mapping技術とtexture解析を用いた変形性関節症の早期診断モデル構築 若手研究2023 · 研究課題・受託研究・科研費
• 特発性炎症性筋疾患の早期診断を目指した3テスラMRI T2 mapと灌流画像を用いた研究
• MRI mapping技術とtexture解析を用いた変形性関節症の早期診断モデル構築

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