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    Recent Advances in Non-invasive Processing Schemes on Electrocardiogram (ECG): a Review

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    Xin_MRA_712-2951-1-PB.pdf
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    Final Published Version
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    Author
    Gao, Xin
    Affiliation
    Univ Arizona, Dept Elect & Comp Engn
    Issue Date
    2018-06
    
    Metadata
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    Publisher
    Internal Medicine Review
    Citation
    Gao, X. (2018). Recent Advances in Non-invasive Processing Schemes on Electrocardiogram (ECG): a Review. Internal Medicine Review, 4(5). Retrieved from https://internalmedicinereview.org/index.php/imr/article/view/712
    Journal
    Internal Medicine Review
    Rights
    Copyright 2018 Internal Medicine Review. All Rights Reserved.
    Collection Information
    This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu.
    Abstract
    Non-invasive processing schemes on electrocardiogram (ECG) especially fetal ECG, represent technical advantages such as cohesive monitoring, explicit signaling and imaging, free of uterus infection comparing to traditional invasive methods. We concisely summarize the recent progress of methods in non-invasive detection and compression on ECG, then categorize the crucial sample datasets and major types of experimental design in the review sections. Algorithms and implementation of test platform on compression of ECG data and fetal health monitoring in practical systems design are simultaneously studied therein. Our study specifies that recent advances in this area lie in sparse representation, variable filtering techniques, multi-resolution feature extraction and a few other joint schemes. We also sketch a framework of portable system design on fetal ECG monitoring with specific choice on the elements of hardware configuration in the discussion section.
    ISSN
    2470-3524
    EISSN
    2470-3532
    Version
    Final published version
    Collections
    UA Faculty Publications

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