<p>Activation structure is shown for <i>strong</i> (Task vs. Control) contrast, under fixed (<b>FIX</b>) and individually-optimized (<b>IND</b>) preprocessing. (A) mean Z-scored activation maps for <b>FIX</b> and <b>IND</b> (top), and mean Z-score change (bottom), with significance given by bootstrap estimation (1000 iterations), thresholded at False-Discovery Rate (FDR) 0.05. (B) between-subject SPM correlations, for both <b>FIX</b> and <b>IND</b> pipeline sets. (C) between-subject Jaccard activation overlap, for voxels significant at FDR = 0.05. For (B–C), each point represents mean correlation/overlap of one subject with all others; blue lines show an increase in correlation/overlap with <b>IND</b>, and red lines show a decrease.</p
BOLD fMRI is sensitive to blood-oxygenation changes correlated with brain function; how-ever, it is ...
<p>Activation is averaged across groups and times for the reasoning condition of each task compared ...
Each histogram in A,C,E plots the distribution of 148 independent estimates of correlation coefficie...
<p>Activation structure is shown for <i>weak</i> (TaskB vs. TaskA) contrast, under fixed (<b>FIX</b>...
<p>(A) DISTATIS-space plot, showing the similarity in spatial structure of optimal fixed pipeline SP...
<p>Prediction and reproducibility are plotted for the optimal fixed pipeline (red) and individually ...
<p>Points represent average pairwise activation overlap between independently optimized pipelines, c...
<p>(a) average correlation between pipeline SPMs, for Recognition (REC), Trail-Making Test (TMT) and...
<p>The plot shows number of subjects (out of 24) optimized with each preprocessing step, under indiv...
Background: Functional magnetic resonance imaging (fMRI) can require extensive preprocessing to mini...
<p>Pipelines include a standard conservative pipeline (CONS), fixed optimization (FIX), and individu...
A variety of preprocessing techniques are available to correct subject-dependant artifacts in fMRI, ...
<div><p>A variety of preprocessing techniques are available to correct subject-dependant artifacts i...
<p>(A) simulated phantom during baseline (left) and activation (right). (B) median False-Positive Fr...
<p><b>(a)</b> global Signal-to-Noise Ratio (gSNR<sub>behav</sub>) vs. behavioural correlations (ρ<su...
BOLD fMRI is sensitive to blood-oxygenation changes correlated with brain function; how-ever, it is ...
<p>Activation is averaged across groups and times for the reasoning condition of each task compared ...
Each histogram in A,C,E plots the distribution of 148 independent estimates of correlation coefficie...
<p>Activation structure is shown for <i>weak</i> (TaskB vs. TaskA) contrast, under fixed (<b>FIX</b>...
<p>(A) DISTATIS-space plot, showing the similarity in spatial structure of optimal fixed pipeline SP...
<p>Prediction and reproducibility are plotted for the optimal fixed pipeline (red) and individually ...
<p>Points represent average pairwise activation overlap between independently optimized pipelines, c...
<p>(a) average correlation between pipeline SPMs, for Recognition (REC), Trail-Making Test (TMT) and...
<p>The plot shows number of subjects (out of 24) optimized with each preprocessing step, under indiv...
Background: Functional magnetic resonance imaging (fMRI) can require extensive preprocessing to mini...
<p>Pipelines include a standard conservative pipeline (CONS), fixed optimization (FIX), and individu...
A variety of preprocessing techniques are available to correct subject-dependant artifacts in fMRI, ...
<div><p>A variety of preprocessing techniques are available to correct subject-dependant artifacts i...
<p>(A) simulated phantom during baseline (left) and activation (right). (B) median False-Positive Fr...
<p><b>(a)</b> global Signal-to-Noise Ratio (gSNR<sub>behav</sub>) vs. behavioural correlations (ρ<su...
BOLD fMRI is sensitive to blood-oxygenation changes correlated with brain function; how-ever, it is ...
<p>Activation is averaged across groups and times for the reasoning condition of each task compared ...
Each histogram in A,C,E plots the distribution of 148 independent estimates of correlation coefficie...