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).
"The 2023 wearable photoplethysmography roadmap." Physiological measurement 44, no. 11 (2023).
"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." J Am Heart Assoc 12, no. 9 (2023).
"Context-dependent neocentromere activity in synthetic yeast chromosome VIII." Cell Genomics 3, no. 11 (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 57, no. 19 (2023): 1225-1226.
"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.
"The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program." JMIR mHealth and uHealth 11 (2023).
"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.
"Neurological Outcome Prediction After Cardiac Arrest: A Multi-Level Deep Learning Approach with Feature and Decision Fusion." In Computing in Cardiology. 2023.
"Nightshift imposes irregular lifestyle behaviors in police academy trainees." Sleep Adv 4, no. 1 (2023).
" "Potential impact of wearables on physical activity guidelines and interventions: opportunities and challenges." British journal of sports medicine 57, no. 19 (2023): 1223-1225.
"Scalable Strategies to Increase Efficiency and Augment Public Health Activities During Epidemic Peaks." J Public Health Manag Pract 29, no. 6 (2023): 863-873.
"Session Introduction: Digital health technology data in biocomputing: Research efforts and considerations for expanding access." In Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 1-6. Vol. 28. 2023.
"Wearable Devices in Cardiovascular Medicine." Circulation research 132, no. 5 (2023): 652-670.
"Assessment of ownership of smart devices and the acceptability of digital health data sharing." NPJ digital medicine 7, no. 1 (2024).
"Physical activity and sleep changes among children during the COVID-19 pandemic." NPJ Digit Med 7, no. 1 (2024).
"Remote digital health technologies for improving the care of people with respiratory disorders." The Lancet. Digital health 6, no. 4 (2024): e291-e298.
"Session Introduction: Digital health technology data in biocomputing: Research efforts and considerations for expanding access (PSB2024)." Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 29 (2024): 163-169.
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