Publications
Device-based measurement of physical activity in cardiovascular healthcare: possibilities and challenges." British journal of sports medicine 57, no. 19 (2023): 1225-1226.
"The digital biomarker discovery pipeline: An open-source software platform for the development of digital biomarkers using mHealth and wearables data." Journal of clinical and translational science 5, no. 1 (2020): 1-8.
"Digital Health: Tracking Physiomes and Activity Using Wearable Biosensors Reveals Useful Health-Related Information." PLOS Biology 15 (2017): e2001402.
"Digital Medicine Community Perspectives and Challenges: Survey Study." JMIR mHealth and uHealth 9, no. 2 (2021): e24570.
" "Does deidentification of data from wearable devices give us a false sense of security? A systematic review." The Lancet. Digital health 5, no. 4 (2023): e239-e247.
"Engineering digital biomarkers of interstitial glucose from noninvasive smartwatches." NPJ Digit Med 4, no. 1 (2021).
"EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies." Sensors (Basel, Switzerland) 20, no. 9 (2020).
"Field-Based Assessments of Behavioral Patterns During Shiftwork in Police Academy Trainees Using Wearable Technology." J Biol Rhythms 37, no. 3 (2022): 260-271.
" "Flow-dependent epigenetic DNA methylation regulates endothelial gene expression and atherosclerosis." Journal of Clinical Investigation 124 (2014): 3187-3199.
"Fluid Mechanics, Arterial Disease, and Gene Expression." Annual Review of Fluid Mechanics 46 (2014): 591-614.
"High-frequency actionable pathogenic exome variants in an average-risk cohort." Cold Spring Harbor molecular case studies 4, no. 6 (2018): a003178.
"The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program." JMIR mHealth and uHealth 11 (2023).
"Investigating sources of inaccuracy in wearable optical heart rate sensors." NPJ Digit Med 3 (2020).
"Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches." PLOS digital health 2, no. 7 (2023).
"A longitudinal big data approach for precision health." Nature medicine 25, no. 5 (2019): 792-804.
"Longitudinal multi-omics of host-microbe dynamics in prediabetes." Nature 569, no. 7758 (2019): 663-671.
"A Method for Intelligent Allocation of Diagnostic Testing by Leveraging Data from Commercial Wearable Devices: A Case Study on COVID-19." Res Sq (2022).
" " "Nightshift imposes irregular lifestyle behaviors in police academy trainees." Sleep Adv 4, no. 1 (2023).
"Non-invasive wearables for remote monitoring of HbA1c and glucose variability: proof of concept." BMJ Open Diabetes Res Care 9, no. 1 (2021).
"Optimizing sampling rate of wrist-worn optical sensors for physiologic monitoring." Journal of clinical and translational science 5, no. 1 (2020): 1-8.
"Personal Omics for Precision Health." Circulation Research 122 (2018): 1169-1171.
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