Publications
A Method for Intelligent Allocation of Diagnostic Testing by Leveraging Data from Commercial Wearable Devices: A Case Study on COVID-19." Res Sq (2022).
"Risk-Averse Multi-Armed Bandits with Unobserved Confounders: A Case Study in Emotion Regulation in Mobile Health." In Proceedings of the Ieee Conference on Decision and Control, 144-149. Vol. 2022-December. 2022.
"A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications." Sensors (Basel, Switzerland) 22, no. 20 (2022).
"An Algorithm to Classify Real-World Ambulatory Status From a Wearable Device Using Multimodal and Demographically Diverse Data: Validation Study." Jmir Biomedical Engineering 8 (2023): e43726.
"Automated Diet Capture Using Voice Alerts and Speech Recognition on Smartphones: Pilot Usability and Acceptability Study." Jmir Formative Research 7 (2023).
"Blood Pressure Variability in Clinical Practice: Past, Present and the Future." Journal of the American Heart Association 12, no. 9 (2023).
"Defining the Digital Measurement of Scratching During Sleep or Nocturnal Scratching: Review of the Literature." Journal of Medical Internet Research 25 (2023).
"Device-based measurement of physical activity in cardiovascular healthcare: possibilities and challenges." British Journal of Sports Medicine (2023).
"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.
"Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches." Plos Digital Health 2, no. 7 (2023).
"Investigation of Thermal Perception and Emotional Response in Augmented Reality using Digital Biomarkers: A Pilot Study." In Proceedings 2023 Ieee Conference on Virtual Reality and 3d User Interfaces Abstracts and Workshops, Vrw 2023, 170-173. 2023.
" "Potential impact of wearables on physical activity guidelines and interventions: Opportunities and challenges." British Journal of Sports Medicine (2023).
"Scalable Strategies to Increase Efficiency and Augment Public Health Activities During Epidemic Peaks." J Public Health Manag Pract (2023).
"Session Introduction: Digital health technology data in biocomputing: Research efforts and considerations for expanding access." In Pacific Symposium on Biocomputing, 1-6. Vol. 28. 2023.
"Wearable Devices in Cardiovascular Medicine." Circulation Research 132, no. 5 (2023): 652-670.
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