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
  • P. Chiang and S. Dey, "Offline and Online Learning Techniques for Personalized Blood Pressure Prediction and Health Behavior Recommendations," in IEEE Access, vol. 7, pp. 130854-130864, 2019    IEEE Xplore
  • J. Leitner, P. Chiang and S. Dey, "Personalized Blood Pressure Estimation using Photoplethysmography and Wavelet Decomposition," to appear in Proc. of IEEE International Conference on E-health Networking, Application & Services (Healthcom'19), Bogotá, Colombia, Oct. 2019.    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
  • P. Chiang and S. Dey, "Personalized Effect of Health Behavior on Blood Pressure: Machine Learning Based Prediction and Recommendation," in Proc. of IEEE International Conference on E-health Networking, Application & Services (Healthcom'18), Ostrava, Czech, Sept. 2018, pp. 1-6. Received Best Paper Award     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