Matching and anatomical labeling of human airway tree

被引:138
作者
Tschirren, J
McLennan, G
Palágyi, K
Hoffman, EA
Sonka, M
机构
[1] Univ Iowa, Dept Elect & Comp Engn, Iowa City, IA 52240 USA
[2] Univ Iowa, Dept Radiol, Iowa City, IA 52240 USA
[3] Univ Szeged, Dept Image Proc & Comp Graph, H-6701 Szeged, Hungary
关键词
airway tree; anatomical labeling; branchpoint matching;
D O I
10.1109/TMI.2005.857653
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Matching of corresponding branchpoints between two human airway trees, as well as assigning anatomical names to the segments and branchpoints of the human airway tree, are of significant interest for clinical applications and physiological studies. In the past, these tasks were often performed manually due to the lack of automated algorithms that can tolerate false branches and anatomical variability typical for in vivo trees. In this paper, we present algorithms that perform both matching of branchpoints and anatomical labeling of in vivo trees without any human intervention and within a short computing time. No hand-pruning of false branches is required. The results from the automated methods show a high degree of accuracy when validated against reference data provided by human experts. 92.9% of the verifiable branchpoint matches found by the computer agree with experts' results. For anatomical labeling, 97.1% of the automatically assigned segment labels were found to be correct.
引用
收藏
页码:1540 / 1547
页数:8
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