文章基本信息

标题：Thalamus Segmentation from Diffusion Tensor Magnetic Resonance Imaging
本地全文：下载
作者：Ye Duan ; Xiaoling Li ; Yongjian Xi 等
期刊名称：International Journal of Biomedical Imaging
印刷版ISSN：1687-4188
电子版ISSN：1687-4196
出版年度：2007
卷号：2007
DOI：10.1155/2007/90216
出版社：Hindawi Publishing Corporation
摘要：We propose a semi-automatic thalamus and thalamus nuclei segmentation algorithm from Diffusion Tensor Magnetic Resonance Imaging (DT-MRI) based on the mean-shift algorithm. Comparing with existing thalamus segmentation algorithms which are mainly based on K-means algorithm, our mean-shift based algorithm is more flexible and adaptive. It does not assume a Gaussian distribution or a fixed number of clusters. Furthermore, the single parameter in the mean-shift based algorithm supports hierarchical clustering naturally.