Duo Chen

Duo Chen

Duo Chen is a PhD candidate in State Key Laboratory of Bioelectronics, Laboratory for Medical Electronics, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China. He obtained his M.E. in Control Theory and Control Engineering from Nanjing Tech University, China in 2013 and his B.E. in Automation from Southeast University, China in 2008. Since 2015, he has been with Dr. Forrest Sheng Bao’s lab, University of Akron, working on epileptic EEG/MEG signal processing. His research mainly deals with biomedical signal processing, medical image processing, and bioinformatics.


Contributions

  • Epileptic Focus Localization Using Discrete Wavelet Transform Based on Interictal Intracranial EEG
    Epileptic Focus Localization Using Discrete Wavelet Transform Based on Interictal Intracranial EEG

    Over the past decade, with the development of machine learning, Discrete Wavelet Transform (DWT) has been widely used in computer-aided epileptic EEG signal analysis as a powerful time-frequency tool. But some important problems have not yet been benefitted from DWT, including epileptic focus localization, a key task in epilepsy diagnosis and treatment. Additionally, the parameters and settings for DWT are chosen empirically or arbitrarily in previous work. In this work, we propose a framework to use DWT and Support Vector Machine (SVM) for epileptic focus localization problem based on EEG.

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