Literature DB >> 20643598

Fast technique for noninvasive fetal ECG extraction.

Ruben Martín-Clemente1, Jose Luis Camargo-Olivares, Susana Hornillo-Mellado, Mar Elena, Isabel Roman.   

Abstract

This letter describes a fast and very simple algorithm for estimating the fetal electrocardiogram (FECG). It is based on independent component analysis, but we substitute its computationally demanding calculations for a much simpler procedure. The resulting method consists of two steps: 1) a dimensionality reduction step and 2) a computationally light postprocessing stage used to enhance the FECG signal.

Mesh：

Year:  2010        PMID： 20643598     DOI： 10.1109/TBME.2010.2059703

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


  7 in total

Review 1.  From Pacemaker to Wearable: Techniques for ECG Detection Systems.

Authors:  Ashish Kumar; Rama Komaragiri; Manjeet Kumar
Journal:  J Med Syst       Date:  2018-01-11       Impact factor: 4.460

2.  An adaptive integrated algorithm for noninvasive fetal ECG separation and noise reduction based on ICA-EEMD-WS.

Authors:  Guangchen Liu; Yihui Luan
Journal:  Med Biol Eng Comput       Date:  2015-10-01       Impact factor: 2.602

3.  Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems.

Authors:  Mohamed Elgendi; Björn Eskofier; Socrates Dokos; Derek Abbott
Journal:  PLoS One       Date:  2014-01-07       Impact factor: 3.240

4.  Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction.

Authors:  Huawen Yan; Hongxing Liu; Xiaolin Huang; Ying Zhao; Junfeng Si; Tiebing Liu
Journal:  Biomed Eng Online       Date:  2014-12-12       Impact factor: 2.819

5.  Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring.

Authors:  Radek Martinek; Radana Kahankova; Janusz Jezewski; Rene Jaros; Jitka Mohylova; Marcel Fajkus; Jan Nedoma; Petr Janku; Homer Nazeran
Journal:  Front Physiol       Date:  2018-05-30       Impact factor: 4.566

6.  Enhancement of low-quality fetal electrocardiogram based on time-sequenced adaptive filtering.

Authors:  E Fotiadou; J O E H van Laar; S G Oei; R Vullings
Journal:  Med Biol Eng Comput       Date:  2018-06-25       Impact factor: 2.602

Review 7.  Non-Adaptive Methods for Fetal ECG Signal Processing: A Review and Appraisal.

Authors:  Rene Jaros; Radek Martinek; Radana Kahankova
Journal:  Sensors (Basel)       Date:  2018-10-27       Impact factor: 3.576
  7 in total

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