Xin Tian

Xin Tian

A Ph.D. candidate in ECE, University of Maryland, College Park.

Publications & Patents

Journal

  1. Q. Zhu, X. Tian, C.-W. Wong and M. Wu, “Learning Your Heart Actions From Pulse: ECG Waveform Reconstruction From PPG”, IEEE Internet of Things Journal. [IEEE Explore][bioRxiv]

Conference

  1. Q. Zhu, X. Tian, C-W. Wong, and M. Wu: “ECG Reconstruction via PPG: A Pilot Study,” IEEE International Conf. on Biomedical and Health Informatics (BHI’19), Chicago, IL, May 2019. [43/394=10.9% acceptance rate for oral-presentation of regular paper] [IEEE Xplore] [arXiv] [Slides]

  2. X. Tian, Q. Zhu, Y. Li, and M. Wu, “Cross-domain Joint Dictionary Learning fro ECG Reconstruction From PPG”, IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP20), Barcelona, Spain, May 2020. [IEEE Xplore] [Slides] [Video Presentation].

Patents

  1. Q. Zhu, X. Tian, C-W. Wong, and M. Wu: “Reconstruction of ECG from PPG Signals for Continuous Monitoring and Analytics,” provisional patent filing March 2019.