Nara Medical University · Epidemiology and Preventive Medicine · 准教授

Research keywords自殺予防・皮膚温・睡眠・入浴・Internal・medicine・Confounding・Actigraphy

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• Association between outdoor temperature and bath-related drowning deaths in Japan (1995–2020): modifying factors and the role of prefectural characteristics2025 · Environmental Health and Preventive Medicine
• Drowning and Submersion Deaths in Bathtubs and Associated Factors: A Descriptive and Ecological Study in Japan, 1995–20202025 · Journal of Epidemiology
• Forecasting daily bathtub-drowning mortality in Japan: a comparative analysis of statistical, machine learning, and deep learning approaches.2025 · Frontiers in public health
• Association between before-bedtime hot-tub bathing and sleep quality in real-life settings among community-dwelling older adults2025 · Sleep Health

• 自殺リスク日内変動の規定要因の解明2026 · 科学研究費助成事業
• 住環境温湿度・皮膚温・脈拍変動の連続測定データを用いた高齢者熱中症予防法の開発2023 · 科学研究費助成事業
• 入浴事故予防にむけた疫学研究2023 · 科学研究費助成事業
• コロナ禍とパーキンソン病患者：うつ症状の経年変化、睡眠・身体活動測定値の前後比較2022 · 科学研究費助成事業 基盤研究(C)

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