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q-bio.NC2024
More variable circadian rhythms in epilepsy captured by long-term heart rate recordings from wearable sensors
Billy C. Smith, Christopher Thornton, Rachel E. Stirling +7
Objective: The circadian rhythm synchronizes physiological and behavioural patterns with the 24-hour light-dark cycle. Disruption to the circadian rhythm is linked to various healt…
q-bio.NC2024
Unsupervised Machine Learning Identifies Latent Ultradian States in Multi-Modal Wearable Sensor Signals
Christopher Thornton, Billy C. Smith, Guillermo M. Besne +2
Wearable sensors such as smartwatches have become ubiquitous in recent years, allowing the easy and continual measurement of physiological parameters such as heart rate, physical a…