Automatic Neonatal Alertness State Classification Based on Facial Expression Recognition

Premature babies are admitted to the neonatal intensive care unit (NICU) for several weeks and are generally placed under high medical supervision. The NICU environment is considered to have a bad influence on the formation of the sleep-wake cycle of the neonate, known as the circadian rhythm, becau...

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Veröffentlicht in:	Journal of advanced computational intelligence and intelligent informatics 2022-03, Vol.26 (2), p.188-195
Hauptverfasser:	Morita, Kento, Shirai, Nobu C., Shinkoda, Harumi, Matsumoto, Asami, Noguchi, Yukari, Shiramizu, Masako, Wakabayashi, Tetsushi
Format:	Artikel
Sprache:	eng
Schlagworte:	Alertness Behavior rating scales Circadian rhythms Classification Face recognition Feature extraction Histograms Image classification Machine learning Medical imaging Support vector machines Video data
Online-Zugang:	Volltext
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