Why ROI Region Of Interest - PowerPoint PPT Presentation

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Why ROI Region Of Interest

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To control for Type 1 error and limit the number of statistical tests by using ... Tip - using ROI to remove outliers (Wager et al., 2005) ... – PowerPoint PPT presentation

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Title: Why ROI Region Of Interest


1
  • Why ROI ? (Region Of Interest)
  • To explore ones data (difficult to discern
    patterns across whole brain)
  • To control for Type 1 error and limit the number
    of statistical tests by using pre-defined
    knowledge
  • Anatomical landmarks
  • separate functional localizer

2
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3
Individually Vs. Group
  • replication across groups and not across
    subjects?
  • Different location and/or size of activations
    between subjects?
  • Experimenter bias?

Anatomical Vs. Functional
  • Using orthogonal contrast
  • Including only relevant voxels?
  • Relevant in what contrast?
  • Experimenter bias?

4
  • How ROI ? (Region Of Interest)
  • To explore ones data (difficult to discern
    patterns across whole brain)
  • peak of activation (sphere) masked with the
    threshold activation map -orthogonal contrast
  • To control for Type 1 error and limit the number
    of statistical tests by using pre-defined
    knowledge
  • Anatomical landmarks
  • Using individual subjects anatomy for detention
    not Talairach
  • separate functional localizer
  • Orthogonal contrasts in a factorial design

(Poldrack, 2007)
5
Conclusions
  • No one good way to extract ROI There has not
    been a systematic study of the power of one
    approach in comparison with the other
  • Different brain regions may require different
    methods
  • Different protocols may require different
    methods
  • Voxels count have been shown to be an unreliable
    measure of activation compared to signal change
    (Cohen Dubois, 1999)
  • Tip - using ROI to remove outliers (Wager et al.,
    2005)
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