Tissue Probability Map Constrained 4-D Clustering Algorithm for Increased Accuracy and Robustness in Serial MR Brain Image Segmentation [0.03%]
基于组织概率图的约束四维聚类算法在脑部MR图像分割中的应用
Zhong Xue,Dinggang Shen,Hai Li et al.
Zhong Xue et al.
The traditional fuzzy clustering algorithm and its extensions have been successfully applied in medical image segmentation. However, because of the variability of tissues and anatomical structures, the clustering results might be biased by ...
A new statistically-constrained deformable registration framework for MR brain images [0.03%]
一种新的统计约束的MR脑图像配准框架
Zhong Xue,Dinggang Shen
Zhong Xue
Statistical models of deformations (SMD) capture the variability of deformations from the template image onto a group of sample images and can be used to constrain the traditional deformable registration algorithms to improve their robustne...