To test the validity of this inference, we investigated how the subjects’ choice probability was modulated by different levels of DV at the time of choice. As expected, we found that the level of evidence substantially modulated the choice probability (Fig. 6a) and that this graded modulation...
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f, Clones reconstructed using Space-TREX (n = 162 clones) contain a significantly higher average number of cells compared to TREX (n = 2,360 clones) (Welch two-sample t-test, t = 3.3205, df = 344.2, P = 0.0009948; 95% confidence interval is 0.7–2.8). For each plot, the center ...
Red line represents the Top-1 whole tumor dice score of the test set in each year. Researchers shift their interests to deep learning based segmentation methods due to the powerful feature learning ability and systematic performance due to deep learning techniques since 2012 (green dashed line). ...
Classification is a supervised learning process of labeling unseen objects (test set) given a set of labeled objects (training set) (Duda et al.2000). Classification approaches can be divided into Bayesian methods and prediction error minimization methods. The former group is based on Bayesian deci...
Each participant receives multiple scans at the recruitment site to assess the test–retest reliability (1-hour × 2 sessions). At a part of sites, we also scan TS with the previous ‘SRPBS MRI protocol’ (termed SRPB in Brain/MINDS Beyond) used in the multi-site studies (Yamashita et...
t-Tests were used to test for association between amygdala functional connectivity at baseline (i.e., before the induction) and the content and form of thoughts and cardiac reactivity after the induction, with Group (GAD vs. HC) as the between-subject variable and NYC-Q factors and Δ HR ...
We used this phenomenon as the basis for a primary test of the 20 K microarray. The original canary cDNA clone for study of zenk expression in both canaries and zebra finches [20] was spotted redundantly on the array as a replicated internal control. Additionally, a near-full-length cDNA ...
The Tukey-HSD test with a level of significance set at p < 0.05 was used for post hoc comparisons. Unsupervised hierarchical clustering was performed in Cluster (Stanford University, Palo Alto, CA, USA) [72]. Data were log transformed and median centred by genes. Genes and arrays were...
We test this hypothesis by examining the influence of brain injury (strokes) on the criticality of neural dynamics estimated at the level of single participants using directly measured individual structural connectomes and whole-brain models. Lesions engender a sub-critical state that recovers over ...