Circadian Rhythm Analysis Using Wearable Device Data: Novel Penalized Machine Learning Approach
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Qi Zhu | Fan Jiang | Xinyue Li | Michael Kane | Yunting Zhang | Wanqi Sun | Yuanjin Song | Shumei Dong | Qingmin Lin | Hongyu Zhao | Yunting Zhang | F. Jiang | Wanqi Sun | Xinyue Li | Hongyu Zhao | Yuanjin Song | S. Dong | Q. Lin | Q. Zhu | M. Kane
[1] Tong Yl,et al. Parameter estimation in studying circadian rhythms. , 1976 .
[2] S. Vasudevan,et al. The genetics of circadian rhythms, sleep and health , 2017, Human molecular genetics.
[3] R. Fisher. Tests of significance in harmonic analysis , 1929 .
[4] E. Someren,et al. Age-associated difference in circadian sleep–wake and rest–activity rhythms , 2002, Physiology & Behavior.
[5] T. Strandberg,et al. Circadian preference and sleep timing from childhood to adolescence in relation to genetic variants from a genome-wide association study. , 2018, Sleep medicine.
[6] B S B Gonçalves,et al. A fresh look at the use of nonparametric analysis in actimetry. , 2015, Sleep medicine reviews.
[7] Patricio Peirano,et al. Sleep-wake states and their regulatory mechanisms throughout early human development. , 2003, The Journal of pediatrics.
[8] S. Rivkees. Developing circadian rhythmicity in infants. , 2003, Pediatric endocrinology reviews : PER.
[9] Joseph Cheung,et al. Use of Actigraphy for the Evaluation of Sleep Disorders and Circadian Rhythm Sleep-Wake Disorders: An American Academy of Sleep Medicine Systematic Review, Meta-Analysis, and GRADE Assessment. , 2018, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.
[10] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[11] Sleep organization in the first year of life: Developmental trends in the quiet sleep–paradoxical sleep cycle , 2000, Journal of sleep research.
[12] G. Cornelissen,et al. Procedures for numerical analysis of circadian rhythms , 2007, Biological rhythm research.
[13] D. Kennaway. Programming of the fetal suprachiasmatic nucleus and subsequent adult rhythmicity , 2002, Trends in Endocrinology & Metabolism.
[14] S. Spieker,et al. Mother-infant circadian rhythm: development of individual patterns and dyadic synchrony. , 2014, Early human development.
[15] Elvira Larqué,et al. Assessment of Circadian Rhythms of Both Skin Temperature and Motor Activity in Infants During the First 6 Months of Life , 2011, Chronobiology international.
[16] B. Hayes,et al. Development of circadian rhythmicity of temperature in full-term normal infants , 1996, Neurophysiologie Clinique/Clinical Neurophysiology.
[17] Germaine Cornelissen,et al. Cosinor-based rhythmometry , 2014, Theoretical Biology and Medical Modelling.
[18] H. Montgomery-Downs,et al. Use of actigraphy for assessment in pediatric sleep research. , 2012, Sleep medicine reviews.
[19] Harold B. Dowse,et al. The search for hidden periodicities in biological time series revisited , 1989 .
[20] Manuel Campos,et al. A New Integrated Variable Based on Thermometry, Actimetry and Body Position (TAP) to Evaluate Circadian System Status in Humans , 2010, PLoS Comput. Biol..
[21] Y. Benjamini,et al. Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .
[22] H. Zou,et al. Regularization and variable selection via the elastic net , 2005 .
[23] S. Spieker,et al. Maternal and infant activity: Analytic approaches for the study of circadian rhythm. , 2015, Infant behavior & development.
[24] D. Marquardt. An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .
[25] P. Fleming,et al. The physiology of sleep in infants , 2008, Archives of Disease in Childhood.