2023

  • J. Leitner, A. Behnke, P. Chiang, M. Ritter, M. Millen and S. Dey, "Classification of Patient Recovery from COVID-19 Symptoms using Consumer Wearables and Machine Learning," in IEEE Journal of Biomedical and Health Informatics.    PDF

2021

  • O. N. Tepencelik, W. Wei, L. Chukoskie, P. C. Cosman, S. Dey, "Body and Head Orientation Estimation with Privacy Preserving LiDAR Sensors", 2021 29th European Signal Processing Conference (EUSIPCO). IEEE, 2021.    PDF
  • J. J. Leitner, P. -H. Chiang and S. Dey, "Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach," in IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2021.3085526.    PDF    IEEE Xplore
  • S. Das, A. Miki, C. Blanchard, E. Sazonov, C. Gilhooly, S. Dey, C. Wolk, C. Khoo, J. Hill, R. Shook, “Perspective: Opportunities and Challenges of Technology Tools in Dietary and Activity Assessment: Bridging Stakeholder Viewpoints”, Advances in Nutrition,  Oxford University Press on behalf of the American Society for Nutrition    Oxford Academic

2020

  • W. Wei, C. McElroy, S. Dey, "Using Sensors and Deep Learning to Enable On-Demand Balance Evaluation for Effective Physical Therapy," IEEE Access, vol. 8, pp. 99889-99899, May 2020.    IEEE Xplore

2019

  • W. Wei, and S. Dey, "Center of Mass Estimation for Balance Evaluation Using Convolutional Neural Networks," Proceedings of the Seventh IEEE International Conference on Healthcare Informatics, Xi'an, China, June 2019, pp. 1-7.    PDF    IEEE Xplore
  • J. Leitner, P. Chiang and S. Dey, "Personalized Blood Pressure Estimation using Photoplethysmography and Wavelet Decomposition," 2019 IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2019, pp. 1-6.    pdf
  • W. Wei, C. McElroy, S. Dey, "Towards On-Demand Virtual Physical Therapist: Machine Learning-Based Patient Action Understanding, Assessment and Task Recommendation," IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 27, no. 9, pp. 1824-1835, September 2019.     PDF    IEEE Xplore

2018

  • W. Wei, C. McElroy, S. Dey, "Human Action Understanding and Movement Error Identification for the Treatment of Patients with Parkinson’s Disease,"  Proceedings of Sixth IEEE International Conference on Healthcare Informatics, New York City, June 2018, pp. 180-190.    PDF

2017

  • W. Wei, Y. Lu, E. Rhoden, S. Dey, "User Performance Evaluation and Real-Time Guidance in Cloud-Based Physical Therapy Monitoring and Guidance System," Springer Multimedia Tools and Applications, November 2017, pp. 1-31.    PDF    Springer Link

2015

  • D. Shen, Y. Lu, S. Dey, "Motion Data Alignment and Real-Time Guidance in Avatar Based Physical Therapy Training System,"  Proceedings of Seventeenth IEEE International Conference on E-health Networking, Application & Services , Boston, MA, October 2015, pp. 238-244.    PDF
  • W. Wei, Y. Lu, C. Printz, S. Dey, "Motion Data Alignment and Real-Time Guidance in Cloud-Based Virtual Training System,"  Proceedings of ACM conference on Wireless Health, Bethesda, MD, October 2015, p. 13.    PDF    ACM Digital Library