• Automated Detection of Parkinson's Disease Based on Multiple Types of Sustained Phonations using Linear Discriminant Analysis and Genetically Optimized Neural Network

    8 days ago - By EMBS

    Liaqat Ali , Ce Zhu , Zhonghao Zhang , Yipeng Liu
    Early Access Note:
    Early Access articles are new content made available in advance of the final electronic or print versions and result from IEEE's Preprint or Rapid Post processes. Preprint articles are peer-reviewed but not fully edited. Rapid Post articles are peer-reviewed and edited but not paginated. Both these types of Early Access articles are fully citable from the moment they appear in IEEE Xplore .
    Objective: Parkinson's disease is a serious neurodegenerative disorder. It is reported that most of PD patients have voice...
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  • Robust Sparse Representation and Multiclass Support Matrix Machines for the Classification of Motor Imagery EEG Signals

    Robust Sparse Representation and Multiclass Support Matrix Machines for the Classification of Motor Imagery EEG Signals

    8 days ago - By EMBS

    Imran Razzak , Ibrahim Hameed , Guandong Xu
    Early Access Note:
    Early Access articles are new content made available in advance of the final electronic or print versions and result from IEEE's Preprint or Rapid Post processes. Preprint articles are peer-reviewed but not fully edited. Rapid Post articles are peer-reviewed and edited but not paginated. Both these types of Early Access articles are fully citable from the moment they appear in IEEE Xplore .
    Background: EEG signals are extremely complex in comparison to other biomedical signals, thus require an efficient feature selection as...
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