• DocumentCode
    3202794
  • Title

    Event-related evoked potentials in Alzheimer´s disease by a tool-using gesture paradigm

  • Author

    Hsiao-Lung Chan ; Wen-Chun Hsu ; Ling-Fu Meng ; Mu-Hui Sun

  • Author_Institution
    Dept. of Electr. Eng., Chang Gung Univ., Taoyuan, Taiwan
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    4299
  • Lastpage
    4301
  • Abstract
    The Alzheimer´s disease (AD) has a wide spectrum of symptoms, ranging from cognition dysfunction to behavior disturbances and functional impairment. The evoked cerebral potentials by specific paradigms are useful for disclosing neuropsychological activities. The evolution of AD is accompanied by progressive cognitive impairment which may result in a difficulty to recognize or comprehend gestures. In the present study, a visual tool-using gesture paradigm was employed to assess the cognitive functions of 16 probable AD patients, 17 subjects mild cognitive impairment (MCI), and 17 age-matched control subjects. Each subject was conducted by visual stimuli by a series of pictures, each displaying randomly a gesture with correctly or incorrectly using a tool. The P300 amplitude was further used as a parameter to build classifiers based on support vector machine.
  • Keywords
    cognition; diseases; electroencephalography; neurophysiology; support vector machines; visual evoked potentials; Alzheimer disease; P300 amplitude; behavior disturbance; cognition dysfunction; event-related evoked potential; evoked cerebral potential; gesture paradigm; mild cognitive impairment; neuropsychological activity; picture; support vector machine; visual stimuli; visual tool; Accuracy; Aging; Dementia; Semantics; Support vector machines; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610496
  • Filename
    6610496