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Hui-Ling C.

Hui-Ling C.

Reference Service Assistant

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location of Hui-Ling C.Hiroshima, Hiroshima, Japan

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  • Timeline

  • About me

    Assistant Professor at Hiroshima University, Japan; Appointed Staff at Industrial Technology Research Institute, Taiwan

  • Education

    • National Chiao Tung University

      2005 - 2015
      Master and PhD Computer science and engineering Credits: 61, GPA: 4

      Activities and Societies: English club, Softball team I have been studying in the lab of biomedical signal processing, which aims at developing tools to analyze brain activity, investigate brain functions and related diseases, inventing novel MEG/EEG-based applications, such as EEG-based person identification, automatic sleep staging, and objective pain assessment systems. My duty includes developing algorithms, maintaining software, writing research proposals and reports for funding applications, submitting papers to journals or conferences, and… Show more I have been studying in the lab of biomedical signal processing, which aims at developing tools to analyze brain activity, investigate brain functions and related diseases, inventing novel MEG/EEG-based applications, such as EEG-based person identification, automatic sleep staging, and objective pain assessment systems. My duty includes developing algorithms, maintaining software, writing research proposals and reports for funding applications, submitting papers to journals or conferences, and assisting supervising master students.Research experience:- Participated in 8 research projects- Published 2 journal article and 4 conference papers as first author- Won best student paper awards twice as first author- Assisted supervising master students Show less

    • National Taiwan Normal University

      2001 - 2005
      Bechelor of Science Life Science Credits:188, GPA: 3.89

      Activities and Societies: Captain of softball team, staff of life science summer camp An undergraduate intern student in the cell and molecular biology lab had one article titled "Heat shock protein 70 and tumor necrosis factor-alpha in Taiwanese patients with dementia", 2005, published in Dementia and Geriatric Cognitive Disorders.- Secondary school teacher education program: 26 credits with GPA 4. - Bioinformatics program: 26 credits with GPA 3.88.

  • Experience

    • National Chiao Tung University Library

      Feb 2006 - Jan 2012
      Reference Service Assistant

      Instruction on how to use library resources. Solving problems on using computers and manipulating softwares.

    • National Chiao Tung University

      Sept 2006 - Jul 2015

      Developed algorithms for source imaging and connectivity imaging from MEG signals, maintained the source imaging software for MEG signal analysis, wrote research proposals and reports for funding applications, and assisted supervising master students. Course names:- Linear algebra- Biomedical signal processing- Introduction to computers- Advanced academic writing- Functional brain imaging

      • Research Assistant

        Aug 2005 - Jul 2015

      • Teaching Assistant

        Sept 2006 - Jun 2015

    • McGill University

      Apr 2013 - Apr 2014
      Visiting Scholar

      Developed tools for brain signal analysis. Analyzed biomedical signals, which were acquired from magnetoencephalography during pedaling experiment.

    • Department of Computer Science, National Chiao Tung University

      Jul 2015 - Dec 2017
      Postdoctoral Researcher

      Duty:- Developing algorithms and implementing software to analyze the brain signals- Writing research proposals and journal/conference articles- Presenting research outcomes in the meetings or conferencesMain project:- Developing algorithm for cross-frequency coupling estimation- Investigating neural communications during emotional prosody processing Collaborative projects:- Motor-imagery brain-computer interface - Mind reading (reconstruction of visual images and percussion stimuli from fMRI and MEG)- Autoencoder-based source reconstruction Show less

    • Industrial Technology Research Institute (ITRI)(工業技術研究院, 工研院)

      Jan 2018 - now

      Duty:- Product investigation for AI-based biosensor systems- Development of machine learning models- Experiment design and data analysis- Technique support for projects required machine learning techniquesMain projects:- Developing AI applications in healthcare- Developing AI applications in intelligent manufactures

      • Appointed Engineer

        Sept 2019 - now

      • Machine Learning Engineer

        Jan 2018 - Sept 2019

    • Hiroshima University

      Sept 2019 - now

      Duty: - Experiment design and data analysis (brain signals, ECG, PPG)- Development of machine learning models- Writing papers and funding applicationsMain projects: - Developing AI model for depression prevention and identification- Developing brain modulation technique for depression treatment and prevention- Developing biomarker for improvement of Kansei visualization model

      • Assistant Professor

        Mar 2020 - now

      • Researcher

        Sept 2019 - Mar 2020

  • Licenses & Certifications

    • Bioinformatics program

      National Taiwan Normal University
      Jul 2005

    • Secondary school teacher education program

      National Taiwan Normal University
      Jul 2005

    • Sequence Models

      Coursera
      Dec 2018
      View certificate certificate

    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Coursera
      Aug 2018
      View certificate certificate

  • Honors & Awards

    • Awarded to Hui-Ling C.
      Student Paper Award 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS) Aug 2015 Article title: Beamformer-based imaging of phase-amplitude coupling between electromagnetic brain sources
    • Awarded to Hui-Ling C.
      Scholarship for oversea study National Science Council, Taiwan Apr 2013 Visited Dr. Sylvain Baillet's Lab at McGill University between April 2013 and April 2014.
    • Awarded to Hui-Ling C.
      Best paper award 17th Asia and South Pacific Design Automation Conference Jan 2012
    • Awarded to Hui-Ling C.
      Scholarship for Attending International Conferences Foundation for the Advancement of Outstanding Scholar Sep 2011
    • Awarded to Hui-Ling C.
      Scholarship for Attending International Conferences National Science Council, Taiwan Sep 2011
    • Awarded to Hui-Ling C.
      Best student paper award 3 rd Biomedical Engineering Forum Oct 2009
    • Awarded to Hui-Ling C.
      Best student paper award 1st Biomedical Engineering Forum Oct 2008
    • Awarded to Hui-Ling C.
      Outstanding Teaching Assistant Award National Chiao Tung University Sep 2008
    • Awarded to Hui-Ling C.
      Pre-Ph.D. Teaching Assistant Fellowship National Chiao Tung University Feb 2008
    • Awarded to Hui-Ling C.
      Academic Achievement Award National Chiao Tung University Jul 2006
    • Awarded to Hui-Ling C.
      Academic Achievement Award National Chiao Tung University Feb 2006