Hokkaido University · Graduate School of Health Sciences / Faculty of Health Sciences

Research keywordsMedical Imaging AI・Radiography Angle Estimation・Dosiomics・Radiotherapy Toxicity Prediction・Coronary CT Angiography・18F-FDG-PET Super-Resolution・Federated Medical Report Generation・Proton Therapy Cost-Effectiveness

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• Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026年02月23日,
• Deep Learning-Based Projection Angle Estimation for Lumbar Oblique Radiography: A Two-Stage Object Detection Approach Using Vertebral–Pedicle Ratio Analysis2026 · Applied Sciences, 16, 6, 2800, 2800, MDPI AG, 2026年03月14日,
• Feasibility Study of Multiorgan Dosiomics for Evaluating Radiation-Induced Xerostomia and Dysphagia in Head and Neck Cancer Radiotherapy2026 · Cancers, 18, 4, 619, 619, MDPI AG, 2026年02月13日,
• Development of an XAI-Enhanced Deep-Learning Algorithm for Automated Decision-Making on Shoulder-Joint X-Ray Retaking2025 · Applied Sciences, 15, 19, 10534, 10534, MDPI AG, 2025年09月29日,

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