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    On the accuracy of sequence methods for baroreflex sensitivity estimation


    Bagnall-Hare, Hasana, McLoone, Violeta I. and Ringwood, John (2024) On the accuracy of sequence methods for baroreflex sensitivity estimation. Physical and Engineering Sciences in Medicine, 47 (2). pp. 503-516. ISSN 2662-4729

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    Abstract

    In the absence of a true gold standard for non-invasive baroreflex sensitivity estimation, it is difficult to quantify the accuracy of the variety of techniques used. A popular family of methods, usually entitled ‘sequence methods’ involves the extraction of (apparently) correlated sequences from blood pressure and RR-interval data and the subsequent fitting of a regression line to the data. This paper discusses the accuracy of sequence methods from a system identification perspective, using both data generated from a known mathematical model and spontaneous baroreflex data. It is shown that sequence methods can introduce significant bias in the baroreflex sensitivity estimate, even when great care is taken in sequence selection.
    Item Type: Article
    Keywords: Sequence methods; Baroreflex sensitivity; System identification;
    Academic Unit: Faculty of Science and Engineering > Electronic Engineering
    Faculty of Science and Engineering > Research Institutes > Centre for Ocean Energy Research
    Item ID: 19404
    Identification Number: 10.1007/s13246-023-01380-y
    Depositing User: Professor John Ringwood
    Date Deposited: 23 Jan 2025 11:26
    Journal or Publication Title: Physical and Engineering Sciences in Medicine
    Publisher: Springer
    Refereed: Yes
    Related URLs:
    URI: https://mural.maynoothuniversity.ie/id/eprint/19404
    Use Licence: This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here

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