Publications

Found 76 results
Type [ Year(Asc)]
2022
L Lederer, A Breton, H Jeong, H Master, AR Roghanizad, and J Dunn. "Considerations while using Fitbit Data in the All of Us Research Program: Tutorial (Preprint)." (2022).
Ke W Wang, L Cesnakova, JC Goldsack, and J Dunn. "Defining the Digital Measurement of Scratching During Sleep or Nocturnal Scratching: Review of the Literature (Preprint)." (2022).
PJ Cho, J Yi, E Ho, MMH Shandhi, Y Dinh, A Patil, L Martin, G Singh, B Bent, G Ginsburg et al. "Demographic Imbalances Resulting From the Bring-Your-Own-Device Study Design." JMIR mHealth and uHealth 10, no. 4 (2022).
CJ Goergen, MJ Tweardy,, SW Wegerich, K Singh, RJ Mieloszyk, and J Dunn. Detection and Monitoring of Viral Infections via Wearable Devices and Biometric Data.. Vol. 24., 2022.
Y Jiang, W Wang, T Scargill, M Rothman, J Dunn, and M Gorlatova. "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.
S Omidvar, AR Roghanizad, L Chikwetu, G Ash, J Dunn, and BJ Mortazavi. "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.
T Scargill, Y Chen, S Eom, J Dunn, and M Gorlatova. "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.
ML Erickson, W Wang, J Counts, LM Redman, D Parker, JL Huebner, J Dunn, and WE Kraus. "Field-Based Assessments of Behavioral Patterns During Shiftwork in Police Academy Trainees Using Wearable Technology." J Biol Rhythms 37, no. 3 (2022): 260-271.
J Dunn, MH Shandhi, P Cho, A Roghanizad, K Singh, W Wang, O Enache, A Stern, R Sbahi, B Tatar et al. "A Method for Intelligent Allocation of Diagnostic Testing by Leveraging Data from Commercial Wearable Devices: A Case Study on COVID-19." Res Sq (2022).
Y Shen, J Dunn, and MM Zavlanos. "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.
WK Wang, I Chen, L Hershkovich, J Yang, A Shetty, G Singh, Y Jiang, A Kotla, JZ Shang, R Yerrabelli et al. "A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications." Sensors (Basel, Switzerland) 22, no. 20 (2022).
2021
E Grzesiak, B Bent, MT McClain, CW Woods, EL Tsalik, BP Nicholson, T Veldman, TW Burke, Z Gardener, E Bergstrom et al. "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).
B Bent, B Lu, J Kim, and JP Dunn. "Biosignal Compression Toolbox for Digital Biomarker Discovery." Sensors (Basel, Switzerland) 21, no. 2 (2021).
B Bent, M Henriquez, and J Dunn. "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.
PJ Cho, J Yi, E Ho, MMH Shandhi, Y Dinh, A Patil, L Martin, G Singh, B Bent, G Ginsburg et al. "Demographic Imbalances Resulting From the Bring-Your-Own-Device Study Design (Preprint)." (2021).
B Bent, I Sim, and JP Dunn. "Digital Medicine Community Perspectives and Challenges: Survey Study." JMIR mHealth and uHealth 9, no. 2 (2021): e24570.
B Bent, PJ Cho, M Henriquez, A Wittmann, C Thacker, M Feinglos, MJ Crowley, and JP Dunn. "Engineering digital biomarkers of interstitial glucose from noninvasive smartwatches." NPJ Digit Med 4, no. 1 (2021).
B Bent, PJ Cho, A Wittmann, C Thacker, S Muppidi, M Snyder, MJ Crowley, M Feinglos, and JP Dunn. "Non-invasive wearables for remote monitoring of HbA1c and glucose variability: proof of concept." BMJ Open Diabetes Res Care 9, no. 1 (2021).
MMH Shandhi, JC Goldsack, K Ryan, A Bennion, AV Kotla, A Feng, Y Jiang, WK Wang, T Hurst, J Patena et al. "Recent Academic Research on Clinically Relevant Digital Measures: Systematic Review." Journal of medical Internet research 23, no. 9 (2021).
B Bent, OM Enache, B Goldstein, W Kibbe, and JP Dunn. "Reply: Matters Arising 'Investigating sources of inaccuracy in wearable optical heart rate sensors'." NPJ Digit Med 4, no. 1 (2021).
MMH Shandhi, WK Wang, and J Dunn. "Taking the time for our bodies: How wearables can be used to assess circadian physiology." Cell reports methods 1, no. 4 (2021).
J Dunn, L Kidzinski, R Runge, D Witt, JL Hicks, SM Schüssler Rose, X Li, A Bahmani, SL Delp, T Hastie et al. "Wearable sensors enable personalized predictions of clinical laboratory measurements." Nature medicine 27, no. 6 (2021): 1105-1112.
2020
B Bent, K Wang, E Grzesiak, C Jiang, Y Qi, Y Jiang, P Cho, K Zingler, FI Ogbeide, A Zhao et al. "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.
B Bent, I Sim, and JP Dunn. "Digital Medicine Community Perspectives and Challenges: Survey Study (Preprint)." (2020).
Y Jiang, Y Qi, WK Wang, B Bent, R Avram, J Olgin, and J Dunn. "EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies." Sensors (Basel, Switzerland) 20, no. 9 (2020).

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