Literature DB >> 29060467

An anchored dynamic time-warping for alignment and comparison of swallowing acoustic signals.

Marcelo Rosa, Elmar Fugmann, Gisele Pinto, Maria Nunes.   

Abstract

Properties of signals captured by contact accelerometers assist the evaluation of human organs involved in the swallowing process. Here we present a novel method to account the alignment between two different swallowing signals based on two steps: first, a scaled cross-correlation determines an anchor point of maximum similarity between the signals, dividing both signals in two parts; next, dynamic time warping aligns the left and right parts of both signals. Additional filtering procedures are used smooth the swallowing signals due to their low SNR. The results show that this technique can be used to assess similarities between liquid and solid boluses of a subject.

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Year:  2017        PMID: 29060467     DOI: 10.1109/EMBC.2017.8037426

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  DYSKIMOT: An Ultra-Low-Cost Inertial Sensor to Assess Head's Rotational Kinematics in Adults during the Didren-Laser Test.

Authors:  Renaud Hage; Christine Detrembleur; Frédéric Dierick; Laurent Pitance; Laurent Jojczyk; Wesley Estievenart; Fabien Buisseret
Journal:  Sensors (Basel)       Date:  2020-02-04       Impact factor: 3.576

2.  EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies.

Authors:  Yihang Jiang; Yuankai Qi; Will Ke Wang; Brinnae Bent; Robert Avram; Jeffrey Olgin; Jessilyn Dunn
Journal:  Sensors (Basel)       Date:  2020-05-09       Impact factor: 3.576

  2 in total

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