Hokkaido University · Faculty of Medicine / Graduate School of Medicine / Medical Research Institute · 特任講師

Research keywordsmedical image analysis・deep learning・tumor segmentation・chest X-ray classification・chest CT imaging・self-supervised learning・microsurgical skill assessment・metabolic tumor volume

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• Evaluation of 2D and 3D nnU-Net models with two-label and three-label strategies for automatic segmentation and total metabolic tumor volume estimation of metastatic differentiated thyroid carcinoma on FDG-PET/CT.2026 · Japanese journal of radiology, 2026年05月20日,
• Artificial intelligence-integrated video analysis of vessel area changes and instrument motion for microsurgical skill assessment.2025 · Scientific reports, 15, 1, 27898, 27898, 2025年07月31日,
• Prediction of Post-Bath Body Temperature Using Fuzzy Inference Systems with Hydrotherapy Data2025 · Healthcare, 2025年04月23日,
• Assessment of Mass Classification from Chest X-Ray using Double-Transfer Learning: A Comparative Study with Diverse Image Selection for Single-Transfer Learning2025 · Clinical Radiology, 2025年07月,

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