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基于表面配准的人类视觉区定位的不一致性和不确定性:概率和熵图。

Inconsistency and uncertainty of the human visual area loci following surface-based registration: Probability and Entropy Maps.

机构信息

Graduate School of Human and Environmental Studies, Kyoto University, Kyoto, Japan.

出版信息

Hum Brain Mapp. 2012 Jan;33(1):121-9. doi: 10.1002/hbm.21200. Epub 2011 Mar 24.

Abstract

Here we created two different multisubject maps (16 subjects) to characterize interindividual variability in the positions of human visual areas (V1, dorsal and ventral parts of V2/3, V3A, V3B, V7, LOc, MT+, and hV4 [or V4v and V8]), which were localized using fMRI and coregistered using a surface-based method. The first is a probability map representing the degree of alignment inconsistency for each area, in which each point in space is associated with the probability affiliated with a given area. The second, a novel map termed an entropy map in which each point is associated with Shannon entropy computed from the probabilities, represents the degree of uncertainty regarding the area that resides there, and is maximal when all areas are equally probable. The overall average probability and entropy values were about 0.27 and 1.15 bits, respectively, with dependencies on the visual areas. The probability and entropy maps generated here will benefit any application which requires predictions of areas that are most likely present at an anatomical point and know the uncertainty associated with such predictions.

摘要

在这里,我们创建了两个不同的多主体图谱(16 个主体),以描绘人类视觉区域(V1、V2/3 的背侧和腹侧部分、V3A、V3B、V7、LOc、MT+和 hV4[或 V4v 和 V8])位置的个体间变异性,这些图谱是使用 fMRI 定位并用基于表面的方法配准的。第一个是概率图谱,代表每个区域的对准不一致程度,其中空间中的每个点都与给定区域相关联的概率相关联。第二个是一种新的图谱,称为熵图谱,其中每个点都与从概率计算得出的香农熵相关联,代表了对该区域存在的不确定性程度,当所有区域的概率相等时,不确定性最大。总体平均概率和熵值分别约为 0.27 和 1.15 位,与视觉区域有关。这里生成的概率和熵图谱将有益于任何需要预测最有可能存在于解剖点的区域并了解与这些预测相关的不确定性的应用。

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