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Description
  • We present the comparison of several methods to analyze functional magnetic resonance imaging data with respect to some inaccuracy in subject's response (e.g. missing response to stimuli). Approaches based on general linear model, independent component analysis, and combined methods were used to analyze both simulated and real data with unknown (real data) and known (simulated data) levels of inaccuracy. Our results suggest combined approaches as the best choice for single subject analyses. No significant differences between the methods were observed for group results.
  • We present the comparison of several methods to analyze functional magnetic resonance imaging data with respect to some inaccuracy in subject's response (e.g. missing response to stimuli). Approaches based on general linear model, independent component analysis, and combined methods were used to analyze both simulated and real data with unknown (real data) and known (simulated data) levels of inaccuracy. Our results suggest combined approaches as the best choice for single subject analyses. No significant differences between the methods were observed for group results. (en)
Title
  • Comparing fMRI data processing methods with respect to possible inaccuracy
  • Comparing fMRI data processing methods with respect to possible inaccuracy (en)
skos:prefLabel
  • Comparing fMRI data processing methods with respect to possible inaccuracy
  • Comparing fMRI data processing methods with respect to possible inaccuracy (en)
skos:notation
  • RIV/00216224:14740/12:00065672!RIV14-MZ0-14740___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GAP103/12/0552), P(GAP304/11/1318), P(NS9890)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 127840
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14740/12:00065672
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • GLM; ICA; fMRI; inaccuracy; modelling; simulations (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [7579F25BD763]
http://linked.open...v/mistoKonaniAkce
  • Viena
http://linked.open...i/riv/mistoVydani
  • Viena
http://linked.open...i/riv/nazevZdroje
  • Systems, Signals and Image Processing (IWSSIP), 2012 19th International Conference on
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Přikryl, Radovan
  • Mikl, Michal
  • Mareček, Radek
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 2157-8672
number of pages
http://purl.org/ne...btex#hasPublisher
  • Techniche Universitat Wien
https://schema.org/isbn
  • 9781457721915
http://localhost/t...ganizacniJednotka
  • 14740
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