About: Reconstruction of ECG precordial leads by PCA and neural networks     Goto   Sponge   NotDistinct   Permalink

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Description
  • The paper describes possibilities of simplifying the measurement set-up for ECG recordings, by reducing the number of leads. The study proposes a technique to reduce the number of measurements or to reconstruct ECG leads by neural networks. The results are encouraging and show how it is possible to reconstruct ECG leads. The goal of this work is in the possibilities of reconstruction ECG precordial leads and the algorithm of reconstruction.
  • The paper describes possibilities of simplifying the measurement set-up for ECG recordings, by reducing the number of leads. The study proposes a technique to reduce the number of measurements or to reconstruct ECG leads by neural networks. The results are encouraging and show how it is possible to reconstruct ECG leads. The goal of this work is in the possibilities of reconstruction ECG precordial leads and the algorithm of reconstruction. (en)
Title
  • Reconstruction of ECG precordial leads by PCA and neural networks
  • Reconstruction of ECG precordial leads by PCA and neural networks (en)
skos:prefLabel
  • Reconstruction of ECG precordial leads by PCA and neural networks
  • Reconstruction of ECG precordial leads by PCA and neural networks (en)
skos:notation
  • RIV/61989100:27740/13:86088371!RIV14-MSM-27740___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
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
  • 101773
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27740/13:86088371
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Spectra; Reconstruction; Precordial Leads; Neural Network; ECG (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [20CC4F001872]
http://linked.open...v/mistoKonaniAkce
  • Peking
http://linked.open...i/riv/mistoVydani
  • London
http://linked.open...i/riv/nazevZdroje
  • IFMBE Proceedings, Volume 39
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Prauzek, Michal
  • Peterek, Tomáš
  • Conforto, Silvia
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1680-0737
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-29305-4_110
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-29304-7
http://localhost/t...ganizacniJednotka
  • 27740
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