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Exploratory data analysis reveals visuovisual interhemispheric transfer in fMRI

机译:探索性数据分析揭示了功能磁共振成像中的视觉半球间转移

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摘要

We used an exploratory data analysis approach to detect interhemispheric processing of complex visual stimuli in functional magnetic resonance imaging (fMRI). A crossed-uncrossed visual field paradigm was used to elicit interhemispheric transfer of picture/word information. Under the uncrossed (control) condition, the stimuli were presented to the preferential hemispheres (pictures to the left visual field/right hemisphere and words to the right visual field/left hemisphere). Under the crossed condition, the visual field presentation was switched in order to elicit increased interhemispheric processing. Fuzzy cluster analysis revealed significantly more crossed activity in cortical areas near the splenium of the corpus callosum. As expected, examination of the activation revealed smaller responses in perisplenial regions (relative to visual responses in the medial extrastriate regions). The exploratory results were compared with those obtained from parametric and masked analyses. The findings confirm that fMRI can be used to detect interhemispheric transfer of picture/word information. The activation was optimally characterized using exploratory data analysis.
机译:我们使用探索性数据分析方法来检测功能性磁共振成像(fMRI)中复杂视觉刺激的半球处理。交叉交叉的视野范式用于引发图片/文字信息的半球间传递。在非交叉(控制)条件下,将刺激呈现给优先半球(向左视野/右半球显示图片,向右视野/左半球显示单词)。在交叉条件下,切换视野表示以引起增加的半球间处理。模糊聚类分析表明,call体脾附近的皮质区域的交叉活动明显更多。如预期的那样,对激活的检查显示出脾周围区域的响应较小(相对于内侧外侧条纹区域的视觉响应)。将探索性结果与从参数分析和掩盖分析中获得的结果进行了比较。这些发现证实,fMRI可用于检测图片/文字信息在半球之间的转移。使用探索性数据分析对活化进行了最佳表征。

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