Literature DB >> 16402598

An efficient method for handling ectopic beats using the heart timing signal.

Kristian Solem1, Pablo Laguna, Leif Sörnmo.   

Abstract

The problem of analyzing heart rate variability in the presence of ectopic beats is revisited. Based on the integral pulse frequency modulation model and the closely related heart timing signal, a new technique is introduced which corrects for the occasional presence of ectopic beats. The correction technique, which involves the occurrence times of a certain number of beats preceding the ectopic beat, is computationally very efficient. From actual heart rate data, the results show that the new technique is associated with a much lower computational complexity (flops reduced by a factor of about 3000) than the original heart timing technique, while producing similar performance. It is also shown that the power spectrum and related clinical indices obtained by the new technique are more accurately estimated than by other methods.

Mesh:

Year:  2006        PMID: 16402598     DOI: 10.1109/TBME.2005.859780

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  9 in total

1.  An efficient method of addressing ectopic beats: new insight into data preprocessing of heart rate variability analysis.

Authors:  Feng Wen; Fang-Tian He
Journal:  J Zhejiang Univ Sci B       Date:  2011-12       Impact factor: 3.066

2.  A real-time automated point-process method for the detection and correction of erroneous and ectopic heartbeats.

Authors:  Luca Citi; Emery N Brown; Riccardo Barbieri
Journal:  IEEE Trans Biomed Eng       Date:  2012-08-02       Impact factor: 4.538

3.  Role of editing of R-R intervals in the analysis of heart rate variability.

Authors:  Mirja A Peltola
Journal:  Front Physiol       Date:  2012-05-23       Impact factor: 4.566

4.  A reweighted ℓ1-minimization based compressed sensing for the spectral estimation of heart rate variability using the unevenly sampled data.

Authors:  Szi-Wen Chen; Shih-Chieh Chao
Journal:  PLoS One       Date:  2014-06-12       Impact factor: 3.240

5.  Quantitative Analysis of the Effect of an Ectopic Beat on the Heart Rate Variability in the Resting Condition.

Authors:  Ahyoung Choi; Hangsik Shin
Journal:  Front Physiol       Date:  2018-07-12       Impact factor: 4.566

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Authors:  Remo Lazazzera; Pablo Laguna; Eduardo Gil; Guy Carrault
Journal:  Sensors (Basel)       Date:  2021-11-29       Impact factor: 3.576

7.  ResNet-BiLSTM: A Multiscale Deep Learning Model for Heartbeat Detection Using Ballistocardiogram Signals.

Authors:  Yijun Liu; Yifan Lyu; Zhibin He; Yonghao Yang; Jinheng Li; Zhiqiang Pang; Qinghua Zhong; Xuejie Liu; Han Zhang
Journal:  J Healthc Eng       Date:  2022-01-27       Impact factor: 2.682

8.  Brain Responses to a Self-Compassion Induction in Trauma Survivors With and Without Post-traumatic Stress Disorder.

Authors:  Jennifer L Creaser; Joanne Storr; Anke Karl
Journal:  Front Psychol       Date:  2022-03-22

9.  Prediction of Ventricular Tachycardia One Hour before Occurrence Using Artificial Neural Networks.

Authors:  Hyojeong Lee; Soo-Yong Shin; Myeongsook Seo; Gi-Byoung Nam; Segyeong Joo
Journal:  Sci Rep       Date:  2016-08-26       Impact factor: 4.379

  9 in total

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