Personalized Real-Time Sleep Stage from Past Sleep Data to Today’s Sleep Estimation

Author:

Tajima Yusuke,Harada Tomohiro,Sato Hiroyuki,Takadama Keiki

Publisher

Springer International Publishing

Reference8 articles.

1. Harada, T., Takadama, K.: A real-time sleep stage estimation from biological data with trigonometric function regression model. In: AAAI Spring Symposium: Wellbeing Computing: AI Meets Health and Happiness Science (2016)

2. Harper, R.M., Schechman, V.L., Kluge, K.A.: Machine classification of infant sleep state using cardiorespiratory measures. Electroencephalogr. Clin. Neaurophysiol. 67, 379–387 (1987)

3. Matsushima, H., Hirose, K., Hattori, K., Sato, H., Takadama, K.: Sleep stage estimation by evolutionary computation using heartbeat data and body-movement. Int. J. Adv. Comput. Technol. (IJACT) 4(22), 281–290 (2012)

4. Otsuka, K., Ichimaru, Y., Yanaga, T.: Studies of arrthythmias by 24-hour polygraphic records. II. Relationship between heart rate and sleep stages. Fukuoka Acta. Med. 72(10), 589–596 (1991)

5. Rechtschaffen, A., Kales, A. (eds.): A Manual of Standardized Terminology, Techniques and Scaring System for Sleep Stage of Human Subjects, Public Health Service U.S. Government Printing Office (1968)

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