Automatic detection of wakefulness and rest intervals in actigraphic signals: A data-driven approach - Martín-Martínez, D.; Casaseca-de-la-Higuera, P.; Andrés-de-Llano, J.M.; Garmendia-Leiza, J.R.; Alberola-López, S.; Alberola-López, C. (Medical engineering & physics, 2014)
Keywords: Actigraphy; Actigraphy - methods; Algorithms; Child; Expectation–maximization algorithm; Humans; Intervals; Masks; Maximization; Normal Distribution; Pattern Recognition, Automated - methods; Probability density function; Radiology; Rest; Signal Processing, Computer-Assisted; Splitting; Statistics, Nonparametric; Thresholds; Wakefulness; Wakefulness/Rest detection; Actigraphy; Probability density function; Wakefulness/Rest detection; Expectation–maximization algorithm