Integrating wearable data into circadian models

Moreno, 2019, Potential circadian and circannual rhythm contributions to the obesity epidemic in elementary school age children, Int J Behav Nutr Phys Activ, 16, 1, 10.1186/s12966-019-0784-7

Loehfelm, 2019, Timing matters: circadian effects on energy homeostasis and alzheimer's disease, Trends Endocrinol Metabol, 30, 132, 10.1016/j.tem.2018.12.001

Hill, 2020, Optimizing circadian drug infusion schedules towards personalized cancer chronotherapy, PloS Comput Biol, 16, 10.1371/journal.pcbi.1007218

Gaspar, 2019, The importance of determining circadian parameters in pharmacological studies, Br J Pharmacol, 176, 2827, 10.1111/bph.14712

Stone, 2019, Application of a limit-cycle oscillator model for prediction of circadian phase in rotating night shift workers, Sci Rep, 9, 1, 10.1038/s41598-019-47290-6

Wirz-Justice, 2007, How to measure circadian rhythms in humans, Medicographia, 29, 84

Duffy, 2002, Getting through to circadian oscillators: why use constant routines?, J Biol Rhythm, 17, 4, 10.1177/074873002129002294

Roenneberg, 2019, Chronotype and social jetlag: a (self-) critical review, Biology, 8, 1, 10.3390/biology8030054

Keijzer, 2014

Broussard, 2017, Circadian rhythms versus daily patterns in human physiology and behavior, 279

Klerman, 2002, Comparisons of the variability of three markers of the human circadian pacemaker, J Biol Rhythm, 17, 181, 10.1177/074873002129002474

Crowley, 2013, Assessment of circadian rhythms, 204

Burgess, 2015, Home circadian phase Assessments with measures of compliance yield accurate dim light melatonin onsets, Sleep, 10.5665/sleep.4734

Serkh, 2014, Optimal schedules of light exposure for rapidly correcting circadian misalignment, PLoS Comput Biol, 10, 10.1371/journal.pcbi.1003523

Khalsa, 2003, A phase response curve to single bright light pulses in human subjects, J Physiol, 549, 945, 10.1113/jphysiol.2003.040477

St Hilaire, 2012, Human phase response curve to a 1 h pulse of bright white light, J Physiol, 590, 3035, 10.1113/jphysiol.2012.227892

Chang, 2012, Human responses to bright light of different durations, J Physiol, 590, 3103, 10.1113/jphysiol.2011.226555

Gronfier, 2004, Efficacy of a single sequence of intermittent bright light pulses for delaying circadian phase in humans, Am J Physiol Endocrinol Metabol, 287, E174, 10.1152/ajpendo.00385.2003

Rimmer, 2000, Dynamic resetting of the human circadian pacemaker by intermittent bright light, Am J Physiol Regul Integr Comp Physiol, 279, 1574, 10.1152/ajpregu.2000.279.5.R1574

Hannay, 2019, Macroscopic models for human circadian rhythms, J Biol Rhythm, 10.1177/0748730419878298

Forger, 1999, A simpler model of the human circadian pacemaker, J Biol Rhythm, 14, 533, 10.1177/074873099129000867

Flynn, 2014, Detecting indoor and outdoor environments using the actigraph GT3X+ light sensor in children, Med Sci Sports Exerc, 46, 201, 10.1249/MSS.0b013e3182a388c0

Arguelles-Prieto, 2019, Determining light intensity, timing and type of visible and circadian light from an ambulatory circadian monitoring device, Front Physiol, 10, 1, 10.3389/fphys.2019.00822

Bonmati-Carrion, 2014, Circadian phase asessment by ambulatory monitoring in humans: correlation with dim light melatonin onset, Chronobiol Int, 31, 37, 10.3109/07420528.2013.820740

Kantermann, 2017, Average mid-sleep time as a proxy for circadian phase, PsyCh J, 6, 290, 10.1002/pchj.182

Capella, 2018, Circadian rhythmic characteristics in men with substance use disorder under treatment. Influence of age of onset of substance use and duration of abstinence, Front Psychiatr, 9, 1, 10.3389/fpsyt.2018.00373

Kitamura, 2014, Validity of the Japanese version of the munich ChronoType questionnaire, Chronobiol Int, 31, 845, 10.3109/07420528.2014.914035

Terman, 2001, Circadian time of morning light administration and therapeutic response in winter depression, Arch Gen Psychiatr, 58, 69, 10.1001/archpsyc.58.1.69

Stone, 2019, Generalizability of a neural network model for circadian phase prediction in real-world conditions, Sci Rep, 9, 1, 10.1038/s41598-019-47311-4

Kolodyazhniy, 2012, An improved method for estimating human circadian phase derived from multichannel ambulatory monitoring and artificial neural networks, Chronobiol Int, 29, 1078, 10.3109/07420528.2012.700669

Kolodyazhniy, 2011, Estimation of human circadian phase via a multi-channel ambulatory monitoring system and a multiple regression model, J Biol Rhythm, 26, 55, 10.1177/0748730410391619

Goodfellow, 2016

Hilaire, 2007, Addition of a non-photic component to a light-based mathematical model of the human circadian pacemaker, J Theor Biol, 247, 583, 10.1016/j.jtbi.2007.04.001

Hannay, 2018, Macroscopic models for networks of coupled biological oscillators, Sci Adv, 4, 10.1126/sciadv.1701047

Woelders, 2017, Daily light exposure patterns reveal phase and period of the human circadian clock, J Biol Rhythm, 32, 274, 10.1177/0748730417696787

Phillips, 2017, Irregular sleep/wake patterns are associated with poorer academic performance and delayed circadian and sleep/wake timing, Sci Rep, 7, 10.1038/s41598-017-03171-4

Stack, 2020, Estimating representative group intrinsic circadian period from illuminance-response curve data, J Biol Rhythm, 35, 195, 10.1177/0748730419886992

Swaminathan, 2017, Are individual differences in sleep and circadian timing amplified by use of artificial light sources?, J Biol Rhythm, 32, 165, 10.1177/0748730417699310

Czeisler, 1999, Stability, precision, and near-24-hour period of the human circadian pacemaker, Science, 284, 2177, 10.1126/science.284.5423.2177

Eastman, 2015, Circadian rhythm phase shifts and endogenous free-running circadian period differ between African-Americans and European-Americans, Sci Rep, 5, 1, 10.1038/srep08381

Stack, 2017, A model-based approach to optimizing ultradian forced desynchrony protocols for human circadian research, J Biol Rhythm, 32, 485, 10.1177/0748730417730488

Klerman, 1996, Simulations of light effects on the human circadian pacemaker: implications for assessment of intrinsic period, Am J Physiol Regul Integr Comp Physiol, 270, 10.1152/ajpregu.1996.270.1.R271

Duffy, 2001, Association of intrinsic circadian period with morningness–eveningness, usual wake time, and circadian phase, Behav Neurosci, 115, 895, 10.1037/0735-7044.115.4.895

Phillips, 2019, High sensitivity and interindividual variability in the response of the human circadian system to evening light, Proc Natl Acad Sci USA, 10.1073/pnas.1901824116

Bonarius, 2018, Particle filter-based parameter estimation in a model of the human circadian rhythm introduction, 35