A method for characterizing daily physiology from widely used wearables
Millions of wearable-device users record their heart rate (HR) and activity. We introduce a
statistical method to extract and track six key physiological parameters from these data …
statistical method to extract and track six key physiological parameters from these data …
Consumer-grade wearables identify changes in multiple physiological systems during COVID-19 disease progression
Consumer-grade wearables are needed to track disease, especially in the ongoing
pandemic, as they can monitor patients in real time. We show that decomposing heart rate …
pandemic, as they can monitor patients in real time. We show that decomposing heart rate …
Characterizing the human heart rate circadian pacemaker through widely available wearable devices
Real world passive measures of circadian timekeeping have the potential to improve the
efficacy of medical treatments and improve human performance on a broad scale. Here, we …
efficacy of medical treatments and improve human performance on a broad scale. Here, we …
Empirical Fitting of Periodically Repeating Environmental Data
P Bělík, A Hotchkiss, B Perez… - Spora: A Journal of …, 2021 - ir.library.illinoisstate.edu
We extend and generalize an approach to conduct fitting models of periodically repeating
data. Our method first detrends the data from a baseline function and then fits the data to a …
data. Our method first detrends the data from a baseline function and then fits the data to a …