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(Last updated : 2026-03-21 21:57:29)   Hiroki Takeuchi    Faculty of Nutrition    Assistant Professor

■ Education 1. 2014/03～2018/04 Faculty of Education, Tohoku University, Graduated 2. 2018/04～2020/03 〔Master degree program〕 Department of Physical and Health Education, Graduate School of Education, The University of Tokyo, Completed, 3. 2020/03～2023/04 〔Doctoral course〕 Department of Physical and Health Education, Graduate School of Education, The University of Tokyo, Accomplished credits for doctoral program 4. Department of Physical and Health Education, Graduate School of Education, The University of Tokyo,

■ Career 1. 2021/04～2023/03 Japan Society for the Promotion of Science Research Fellow (Doctoral Course) 2. 2023/04～2026/03 The University of Tokyo Graduate School of Education Project researcher 3. 2026/04～ Kagawa Nutrition University Faculty of Nutrition Assistant Professor

■ Research Interests/Keywords Physical education, and physical and health education, Nutrition science and health science

■ Publications 1. Journal Articles Sleep staging using PPG-derived heart rate and accelerometer data from a smart ring with lightweight neural networks  (Collaboration)  2025/11 2. Journal Articles A stability- and aggregation-based method for heart rate estimation using photoplethysmographic signals during physical activity  (Collaboration)  2025/07 3. Journal Articles Macro-sleep staging with ECG-derived instantaneous heart rate and respiration signals and multi-input 1D CNN-BiGRU  (Collaboration)  2024/10 4. Journal Articles Empowering mental health monitoring using a macro-micro personalization framework for multimodal-multitask learning: Descriptive study  (Collaboration)  2024/10 5. Journal Articles Daily associations between presenteeism and health-related factors among office workers: An ecological momentary assessment approach  (Collaboration)  2024/09 6. Journal Articles Just-in-Time Adaptive Intervention for Stabilizing Sleep Hours of Japanese Workers: Microrandomized Trial  (Collaboration)  2024/06 7. Journal Articles The effects of objective push-type sleep feedback on habitual sleep behavior and momentary symptoms in daily life: Mobile health intervention trial using a healthcare Internet of Things system  (Collaboration)  2022/10 8. Journal Articles The Effect of Chronotype on Task Execution -Is it really inefficient that Evening types perform tasks in the morning?-  (Collaboration)  2019/05 9. Journal Articles An end-to-end model for mental disorders detection by spontaneous physical activity data  (Collaboration)  2023/12 10. Journal Articles Crossmodal transformer on multi-physical signals for personalised daily mental health prediction  (Collaboration)  2023/12 11. Journal Articles Detection and Application of Allostatic Load through Internet of Things Measurements  (Collaboration)  2023/11 12. Journal Articles Daily mental health monitoring from speech: A real-world Japanese dataset and multitask learning analysis  (Collaboration)  2023/06 5 display All display(12)

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