Publications
A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications." Sensors (Basel, Switzerland) 22, no. 20 (2022).
"Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset." Jama Network Open 4, no. 9 (2021).
"Biosignal Compression Toolbox for Digital Biomarker Discovery." Sensors (Basel, Switzerland) 21, no. 2 (2021).
"Cgmquantify: Python and R Software Packages for Comprehensive Analysis of Interstitial Glucose and Glycemic Variability from Continuous Glucose Monitor Data." Ieee Open Journal of Engineering in Medicine and Biology 2 (2021): 263-266.
" "Digital Medicine Community Perspectives and Challenges: Survey Study." Jmir Mhealth and Uhealth 9, no. 2 (2021): e24570.
"Engineering digital biomarkers of interstitial glucose from noninvasive smartwatches." Npj Digital Medicine 4, no. 1 (2021).
"Non-invasive wearables for remote monitoring of HbA1c and glucose variability: proof of concept." Bmj Open Diabetes Research & Care 9, no. 1 (2021).
"Recent Academic Research on Clinically Relevant Digital Measures: Systematic Review." Journal of Medical Internet Research 23, no. 9 (2021).
"Reply: Matters Arising 'Investigating sources of inaccuracy in wearable optical heart rate sensors'." Npj Digital Medicine 4, no. 1 (2021).
"Taking the time for our bodies: How wearables can be used to assess circadian physiology." Cell Reports Methods 1, no. 4 (2021).
"Wearable sensors enable personalized predictions of clinical laboratory measurements." Nature Medicine 27, no. 6 (2021): 1105-1112.
"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.
" "EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies." Sensors (Basel, Switzerland) 20, no. 9 (2020).
"Investigating sources of inaccuracy in wearable optical heart rate sensors." Npj Digital Medicine 3 (2020).
"Optimizing sampling rate of wrist-worn optical sensors for physiologic monitoring." Journal of Clinical and Translational Science 5, no. 1 (2020): 1-8.
"Verification, analytical validation, and clinical validation (V3): the foundation of determining fit-for-purpose for Biometric Monitoring Technologies (BioMeTs)." Npj Digital Medicine 3 (2020).
"Wearables in the SARS-CoV-2 Pandemic: What Are They Good for?" Jmir Mhealth and Uhealth 8, no. 12 (2020): e25137.
" "Associations between unstable housing, obstetric outcomes, and perinatal health care utilization." American Journal of Obstetrics & Gynecology Mfm 1, no. 4 (2019).
"Estimating personal resting heart rate from wearable biosensor data." In 2019 Ieee Embs International Conference on Biomedical and Health Informatics, Bhi 2019 Proceedings. 2019.
"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.
" "