<p>(A) DISTATIS-space plot, showing the similarity in spatial structure of optimal fixed pipeline SPMs; pipelines with overlapped 95% confidence ellipses have non-significantly different SPMs in this space. Cluster numbering is consistent with <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0031147#pone-0031147-t002" target="_blank">Table 2</a>, and labelled with preprocessing steps that are consistent across all pipelines in the cluster, abbreviated: ICA with the MELODIC algorithm (<b>ICA<sub>M</sub></b>), motion correction (<b>MC</b>). See <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0031147#pone-0031147-t002" target="_blank">Table 2</a> for the corresponding list of pipelines. (B) mean activ...
(A) Activity states of an RNN trained on 50k episodes after first three cues. Coloring by first cue ...
<p>Plotted values on the left represent voxelwise intraclass correlation coefficients (ICCs) in the ...
<p>For the voxel with maximum activation in each of the areas (coordinates taken from <a href="http:...
<p>Activation structure is shown for <i>strong</i> (Task vs. Control) contrast, under fixed (<b>FIX<...
<p>Activation structure is shown for <i>weak</i> (TaskB vs. TaskA) contrast, under fixed (<b>FIX</b>...
<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...
<p>Points represent average pairwise activation overlap between independently optimized pipelines, c...
<p>From left to right, columns represent the label for each area as used throughout the paper, the M...
<p>Prediction and reproducibility are plotted for the optimal fixed pipeline (red) and individually ...
<p>The illustration schematically shows how the minimum distance between TP and TN voxels (small col...
<p>Pipelines include a standard conservative pipeline (CONS), fixed optimization (FIX), and individu...
<p>Task-related activation. Presented are significant clusters identified in the contrast ROTATION >...
<p>A. Comparisons with voxel-level spatial ICA: We compared subnetworks based in the occipital corte...
<p>For <i>strong</i> contrast (Task vs. Control), model performance is shown for different subspace ...
(A) Activity states of an RNN trained on 50k episodes after first three cues. Coloring by first cue ...
<p>Plotted values on the left represent voxelwise intraclass correlation coefficients (ICCs) in the ...
<p>For the voxel with maximum activation in each of the areas (coordinates taken from <a href="http:...
<p>Activation structure is shown for <i>strong</i> (Task vs. Control) contrast, under fixed (<b>FIX<...
<p>Activation structure is shown for <i>weak</i> (TaskB vs. TaskA) contrast, under fixed (<b>FIX</b>...
<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...
<p>Points represent average pairwise activation overlap between independently optimized pipelines, c...
<p>From left to right, columns represent the label for each area as used throughout the paper, the M...
<p>Prediction and reproducibility are plotted for the optimal fixed pipeline (red) and individually ...
<p>The illustration schematically shows how the minimum distance between TP and TN voxels (small col...
<p>Pipelines include a standard conservative pipeline (CONS), fixed optimization (FIX), and individu...
<p>Task-related activation. Presented are significant clusters identified in the contrast ROTATION >...
<p>A. Comparisons with voxel-level spatial ICA: We compared subnetworks based in the occipital corte...
<p>For <i>strong</i> contrast (Task vs. Control), model performance is shown for different subspace ...
(A) Activity states of an RNN trained on 50k episodes after first three cues. Coloring by first cue ...
<p>Plotted values on the left represent voxelwise intraclass correlation coefficients (ICCs) in the ...
<p>For the voxel with maximum activation in each of the areas (coordinates taken from <a href="http:...