About: Polygonal Approximation Of Holter Registers: A Comparative Study For Electrographic Signals Time Compression     Goto   Sponge   NotDistinct   Permalink

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  • Není k dispozici (cs)
  • The development and improvement of biosignal recording devices implies a quality increase of the acquired signals that becomes an important problem on the treatment and storage of the big amount of information derived from this kind of records. We dealt with long-term Holter Electrocardiographic Signals (ECG) in order to apply analysis techniques (Hidden Markov Models, Principal Component Analysis, etc.) for processing the highest number of samples as fast as possible. For solving both, the storage-space and the time-processing problems, a comparative study among different approximation algorithms is presented, with the objective of reducing the size of the analysed signal and keeping samples containing a relevant piece of information. The results obtained from the experiments, induces us to select a simple metric to be used in the ECG compression process.
  • The development and improvement of biosignal recording devices implies a quality increase of the acquired signals that becomes an important problem on the treatment and storage of the big amount of information derived from this kind of records. We dealt with long-term Holter Electrocardiographic Signals (ECG) in order to apply analysis techniques (Hidden Markov Models, Principal Component Analysis, etc.) for processing the highest number of samples as fast as possible. For solving both, the storage-space and the time-processing problems, a comparative study among different approximation algorithms is presented, with the objective of reducing the size of the analysed signal and keeping samples containing a relevant piece of information. The results obtained from the experiments, induces us to select a simple metric to be used in the ECG compression process. (en)
Title
  • Polygonal Approximation Of Holter Registers: A Comparative Study For Electrographic Signals Time Compression
  • Není k dispozici (cs)
  • Polygonal Approximation Of Holter Registers: A Comparative Study For Electrographic Signals Time Compression (en)
skos:prefLabel
  • Polygonal Approximation Of Holter Registers: A Comparative Study For Electrographic Signals Time Compression
  • Není k dispozici (cs)
  • Polygonal Approximation Of Holter Registers: A Comparative Study For Electrographic Signals Time Compression (en)
skos:notation
  • RIV/68407700:21230/05:03116648!RIV06-MSM-21230___
http://linked.open.../vavai/riv/strany
  • 323 ; 329
http://linked.open...avai/riv/aktivita
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  • Z(MSM6840770012)
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  • 536658
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  • RIV/68407700:21230/05:03116648
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  • ECG; Hidden Markov Models; biosignal recording (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [2E7721305C3C]
http://linked.open...v/mistoKonaniAkce
  • Costa da Caparica, Lisbon
http://linked.open...i/riv/mistoVydani
  • London
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  • Proceedings of the 2nd International conference on Computational Inteeligence in Medical and Healthcare, CIMED 2005
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http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Novák, Daniel
  • Cuesta, D.
  • Mico, P.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • IEE
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  • 0-86341-520-2
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  • 21230
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