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Zheng Peirong
郑培荣

Graduate Student

Languages

  • Chinese (Native)
  • English (Professional)

Interests

  • Swimming

Publications

  • PAFNet：A Real-time Deep Learning Model for the Prediction of Paroxysmal Atrial Fibrillation Onset using Single-lead ECG
    • D. K. Lai, Y. X. Bu, P. R. Zheng(Second Author)
    Journal of Biomedical and Health Informatics (JBHI) (Submitted to Journal)

    Education

    MSc in Communications Engineering

    08/2022 - 2023
    Nanyang Technological University

    Beng in Communication Engineering (Yingcai Honors Program of UESTC)

    09/2018 - 07/2022
    University of Electronic Science and Technology of China
    • Grade Points: 3.65/4
    • TOEFL(iBT): 103

    Short-term travel abroad to exchange

    08/2019
    Summer Institute of Magdalene College-Cambridge and Oriel College-Oxford

    General Studies: Business Management, Entrepreneurship, International Relations, Professional Skills, Literature, and Physics

    Research Experiences

    Senior Student Researcher

    10/2021 - 06/2022
    Supervisor：Dakun Lai(Associate Professor), UESTC-BMI-EP

    • Established the database based on three public databases and properly pre-processed data
    • Designed a convolutional neural network on TensorFlow to realize the binary classification of ECG signals
    • Designed a semi-supervised learning model based on autoencoder that achieves high accuracy with a smaller amount of training data

    Student Researcher

    07/2021 - 08/2021
    Supervisor：Han Xu(Associate Professor), HUST-SNCL

    • Attended the courses and finished the assigned tasks of 2021 First-class Universities and Disciplines of the World Research Project: Automated Communication and Sensing Technology
    • Engaged in simulating the classical paper and reproduce charts and diagrams using MATLAB
    • Completed the research proposal and submitted the piece of writing

    honors

    Yingcai Honors Program, 2018-2022 Academic year, UESTC

    06/2022

    Model Student Scholarship, 2020-2021 Academic Year, UESTC

    12/2021

    Model Student Scholarship, 2019-2020 Academic Year, UESTC

    12/2020

    Outstanding Volunteer, Bring the Science Education into
    Community Voluntary Activities, 2018-2019 Academic Year, UESTC

    12/2019

    The Freshman Scholarship, UESTC

    09/2018

    Skills & Proficiency

    Python

    Matlab