Hokkaido University · Research Institute for Electronic Science · 教授

Research keywords機械学習・生体計測・生体信号処理・睡眠医学・医用工学・プロセスシステム工学・てんかん・Artificial

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• Machine-learning evaluation of driving performance in schizophrenia: A pilot study with short-duration driving simulator tasks2026 · Transportation Research Interdisciplinary Perspectives, 2026年03月
• MOE-ECG: Multi-Objective Ensemble Fusion for Robust Atrial Fibrillation Detection Using Electrocardiograms2026 · 2026年03月30日
• Root cause identification of fault in hot-rolling process by causal plot2025 · Digital Chemical Engineering, 17, 100263, 100263, 2025年09月,
• Association of exposure below various thresholds of hemodynamic parameters during cardiopulmonary bypass with acute kidney injury2025 · The International Journal of Artificial Organs, 2025年10月

• PLSと構造正則化に基づいた高精度溶銑温度予測モデルの開発
• 心拍変動解析と機械学習を用いたてんかん発作予知ＡＩの実証研究
• 心拍変動に基づくてんかん発作兆候検知システムの構築
• 製品品質改善及び操業安定化のための生産プロセスのモデル化・最適化手法の開発

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