Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms - Li, Xinyue; Zhao, Hongyu (PLoS genetics, 2020)
Keywords: Accelerometers; Actigraphy - methods; Biobanks; Biology and Life Sciences; Body mass index; Central nervous system; Chromosomes; Circadian rhythm; Circadian Rhythm - genetics; Circadian Rhythm - physiology; Circadian rhythms; Diaries; Electronic data processing; Exercise; Female; Gene loci; Genetic aspects; Genetic factors; Genetic Predisposition to Disease; Genome-wide association studies; Genome-Wide Association Study; Genomes; Humans; Identification and classification; Insomnia; Learning algorithms; Machine learning; Male; Markov Chains; Medicine and Health Sciences; Mental disorders; Metabolism; Middle Aged; Neurological diseases; Phenotypes; Physical activity; Physical sciences; Population; Population genetics; Population studies; Quantitative trait loci; Sleep; Sleep - genetics; Sleep - physiology; Sleep and wakefulness; Sleep disorders; Sleep Wake Disorders - genetics; Sleep Wake Disorders - pathology; Wearable computers; Wearable Electronic Devices; United States; United Kingdom--UK; United States--US