Publications
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.
" "Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset." JAMA Netw 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 Digit Med 4, no. 1 (2021).
"Non-invasive wearables for remote monitoring of HbA1c and glucose variability: proof of concept." BMJ Open Diabetes Res 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 Digit Med 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.
"AI in medicine: Where are we now and where are we going?" Cell reports. Medicine 3, no. 12 (2022).
" "Considerations while using Fitbit Data in the All of Us Research Program: Tutorial (Preprint)." (2022).
" "Demographic Imbalances Resulting From the Bring-Your-Own-Device Study Design." JMIR Mhealth Uhealth 10, no. 4 (2022).
"Detection and Monitoring of Viral Infections via Wearable Devices and Biometric Data.. Vol. 24., 2022.
Digital biomarkers reflect stress reduction after Augmented Reality guided meditation: A feasibility study." In DigiBiom 2022 - Proceedings of the 2022 Emerging Devices for Digital Biomarkers, 29-34. 2022.
"Enhancing Continuous Glucose Monitoring-based Eating Detection with Wearable Biomarkers." In BHI-BSN 2022 - IEEE-EMBS International Conference on Biomedical and Health Informatics and IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, Symposium Proceedings. 2022.
"Environmental, User, and Social Context-Aware Augmented Reality for Supporting Personal Development and Change." In Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022, 155-162. 2022.
"Field-Based Assessments of Behavioral Patterns During Shiftwork in Police Academy Trainees Using Wearable Technology." J Biol Rhythms 37, no. 3 (2022): 260-271.
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