Publications
Physical activity and sleep changes among children during the COVID-19 pandemic." NPJ Digit Med 7, no. 1 (2024).
"Personal Omics for Precision Health." Circulation Research 122 (2018): 1169-1171.
"Optimizing sampling rate of wrist-worn optical sensors for physiologic monitoring." Journal of clinical and translational science 5, no. 1 (2020): 1-8.
"Non-invasive wearables for remote monitoring of HbA1c and glucose variability: proof of concept." BMJ Open Diabetes Res Care 9, no. 1 (2021).
"Nightshift imposes irregular lifestyle behaviors in police academy trainees." Sleep Adv 4, no. 1 (2023).
" " "A Method for Intelligent Allocation of Diagnostic Testing by Leveraging Data from Commercial Wearable Devices: A Case Study on COVID-19." Res Sq (2022).
"Longitudinal multi-omics of host-microbe dynamics in prediabetes." Nature 569, no. 7758 (2019): 663-671.
"A longitudinal big data approach for precision health." Nature medicine 25, no. 5 (2019): 792-804.
"Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches." PLOS digital health 2, no. 7 (2023).
"Investigating sources of inaccuracy in wearable optical heart rate sensors." NPJ Digit Med 3 (2020).
"The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program." JMIR mHealth and uHealth 11 (2023).
"High-frequency actionable pathogenic exome variants in an average-risk cohort." Cold Spring Harbor molecular case studies 4, no. 6 (2018): a003178.
"Fluid Mechanics, Arterial Disease, and Gene Expression." Annual Review of Fluid Mechanics 46 (2014): 591-614.
"Flow-dependent epigenetic DNA methylation regulates endothelial gene expression and atherosclerosis." Journal of Clinical Investigation 124 (2014): 3187-3199.
" "Field-Based Assessments of Behavioral Patterns During Shiftwork in Police Academy Trainees Using Wearable Technology." J Biol Rhythms 37, no. 3 (2022): 260-271.
"EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies." Sensors (Basel, Switzerland) 20, no. 9 (2020).
"Engineering digital biomarkers of interstitial glucose from noninvasive smartwatches." NPJ Digit Med 4, no. 1 (2021).
"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.
" "Digital Medicine Community Perspectives and Challenges: Survey Study." JMIR mHealth and uHealth 9, no. 2 (2021): e24570.
"Digital Health: Tracking Physiomes and Activity Using Wearable Biosensors Reveals Useful Health-Related Information." PLOS Biology 15 (2017): e2001402.
"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.
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