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Description
  • Holter recordings of electrocardiographic signal (ECG) are usually distorted by noise added to measured useful signal due to e. g. worse contact skin-electrode, body movements, etc. Our goal is to create an automatic algorithm for noise removal without destroying morphology of QRS complexes. Our method is based on Independent Component Analysis (ICA). ur so-called ICA %22filter%22 is divided into functional blocks, which can be modified independently on each other. Its performance is tested using two measures, namely Root-Mean-Square error (RMSE) and Pearson's correlation coefficient.
  • Holter recordings of electrocardiographic signal (ECG) are usually distorted by noise added to measured useful signal due to e. g. worse contact skin-electrode, body movements, etc. Our goal is to create an automatic algorithm for noise removal without destroying morphology of QRS complexes. Our method is based on Independent Component Analysis (ICA). ur so-called ICA %22filter%22 is divided into functional blocks, which can be modified independently on each other. Its performance is tested using two measures, namely Root-Mean-Square error (RMSE) and Pearson's correlation coefficient. (en)
Title
  • Extraction of Beats from Noisy ECG Using ICA
  • Extraction of Beats from Noisy ECG Using ICA (en)
skos:prefLabel
  • Extraction of Beats from Noisy ECG Using ICA
  • Extraction of Beats from Noisy ECG Using ICA (en)
skos:notation
  • RIV/68407700:21230/12:00193468!RIV13-MSM-21230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S, Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 135950
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/12:00193468
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Independent Component Analysis; Electrocardiography; Holter ECG; Noise Removal (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [ADFAC52A8902]
http://linked.open...v/mistoKonaniAkce
  • Beijing ( Peking)
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • IFMBE Proceedings: World Congress on Medical Physics and Biomedical Engineering
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Huptych, Michal
  • Kužílek, Jakub
  • Lhotská, Lenka
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
issn
  • 1680-0737
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-29304-7
http://localhost/t...ganizacniJednotka
  • 21230
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