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Brain surface maps from 3-D medical images

机译:来自3D医学图像的大脑表面图

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摘要

Abstract: The anatomic and functional localization of brain lesions for neurologic diagnosis and brain surgery is facilitated by labeling the cortical surface in 3D images. This paper presents a method which extracts cortical contours from magnetic resonance (MR) image series and then produces a planar surface map which preserves important anatomic features. The resultant map may be used for manual anatomic localization as well as for further automatic labeling. Outer contours are determined on MR cross-sectional images by following the clear boundaries between gray matter and cerebral-spinal fluid, skipping over sulci. Carrying this contour below the surface by shrinking it along its normal produces an inner contour that alternately intercepts gray matter (sulci) and white matter along its length. This procedure is applied to every section in the set, and the image (grayscale) values along the inner contours are radially projected and interpolated onto a semi-cylindrical surface with axis normal to the slices and large enough to cover the whole brain. A planar map of the cortical surface results by flattening this cylindrical surface. The projection from inner contour to cylindrical surface is unique in the sense that different points on the inner contour correspond to different points on the cylindrical surface. As the outer contours are readily obtained by automatic segmentation, cortical maps can be made directly from an MR series.!
机译:摘要:通过在3D图像中标记皮层表面,有助于神经病变的解剖学和功能定位。本文提出了一种方法,该方法从磁共振(MR)图像序列中提取皮质轮廓,然后生成保留重要解剖特征的平面图。生成的图可用于手动解剖定位以及进一步的自动标记。通过遵循灰质和脑脊液之间的清晰边界,跳过龈沟,在MR断层图像上确定外部轮廓。通过沿表面法线收缩将其轮廓承载在表面以下,将产生一个内部轮廓,该轮廓沿其长度交替拦截灰质(白色)和白质。此过程将应用到集合中的每个部分,并且沿内部轮廓的图像(灰度)值被径向投影并内插到半圆柱表面上,其轴垂直于切片并足够大以覆盖整个大脑。皮质表面的平面图是通过使圆柱表面变平而得到的。从内轮廓到圆柱表面的投影是唯一的,因为内轮廓上的不同点对应于圆柱表面上的不同点。由于通过自动分割很容易获得外部轮廓,因此可以直接从MR系列制作皮质图。

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