Current-and Varifold-Based Registration of Lung Vessel and Airway Trees

Author(s):  
Yue Pan ◽  
Gary E. Christensen ◽  
Oguz C. Durumeric ◽  
Sarah E. Gerard ◽  
Joseph M. Reinhardt ◽  
...  
Keyword(s):  

2011 ◽  
Vol 110 (4) ◽  
pp. 1119-1129 ◽  
Author(s):  
Robb W. Glenny

The bronchial, arterial, and venous trees of the lung are complex interwoven structures. Their geometries are created during fetal development through common processes of branching morphogenesis. Insights from fractal geometry suggest that these extensively arborizing trees may be created through simple recursive rules. Mathematical models of Turing have demonstrated how only a few proteins could interact to direct this branching morphogenesis. Development of the airway and vascular trees could, therefore, be considered an example of emergent behavior as complex structures are created from the interaction of only a few processes. However, unlike inanimate emergent structures, the geometries of the airway and vascular trees are highly stereotyped. This review will integrate the concepts of emergence, fractals, and evolution to demonstrate how the complex branching geometries of the airway and vascular trees are ideally suited for gas exchange in the lung. The review will also speculate on how the heterogeneity of blood flow and ventilation created by the vascular and airway trees is overcome through their coordinated construction during fetal development.







2003 ◽  
Author(s):  
Juerg Tschirren ◽  
Eric A. Hoffman ◽  
Geoffrey McLennan ◽  
Milan Sonka
Keyword(s):  


1996 ◽  
Vol 15 (3) ◽  
pp. 314-326 ◽  
Author(s):  
M. Sonka ◽  
Wonkyu Park ◽  
E.A. Hoffman
Keyword(s):  


2005 ◽  
Vol 24 (12) ◽  
pp. 1529-1539 ◽  
Author(s):  
J. Tschirren ◽  
E.A. Hoffman ◽  
G. McLennan ◽  
M. Sonka


2004 ◽  
Vol 97 (6) ◽  
pp. 2310-2321 ◽  
Author(s):  
Merryn H. Tawhai ◽  
Peter Hunter ◽  
Juerg Tschirren ◽  
Joseph Reinhardt ◽  
Geoffrey McLennan ◽  
...  

The interpretation of experimental results from functional medical imaging is complicated by intersubject and interspecies differences in airway geometry. The application of computational models in understanding the significance of these differences requires methods for generation of subject-specific geometric models of the bronchial airway tree. In the current study, curvilinear airway centerline and diameter models have been fitted to human and ovine bronchial trees using detailed data segmented from multidetector row X-ray-computed tomography scans. The trees have been extended to model the entire conducting airway system by using a volume-filling algorithm to generate airway centerline locations within detailed volume descriptions of the lungs or lobes. Analysis of the geometry of the scan-based and model-based airways has verified their consistency with measures from previous anatomic studies and has provided new anatomic data for the ovine bronchial tree. With the use of an identical parameter set, the volume-filling algorithm has produced airway trees with branching asymmetry appropriate for the human and ovine lung, demonstrating the dependence of the method on the shape of the lung or lobe volume. The modeling approach that has been developed can be applied to any level of detail of the airway tree and into any volume shape for the lung; hence it can be used directly for different individuals or animals and for any number of scan-based airways. The resulting models are subject-specific computational meshes with anatomically consistent geometry, suitable for application in simulation studies.



2020 ◽  
Author(s):  
Carl A. Whitfield ◽  
Peter Latimer ◽  
Alex Horsley ◽  
Jim M. Wild ◽  
Guilhem J. Collier ◽  
...  

AbstractThis paper introduces a linear operator for the purposes of quantifying the spectral properties of transport within resistive trees, such as airflow in lung airway networks. The operator, which we call the Maury matrix, acts only on the terminal nodes of the tree and is equivalent to the adjacency matrix of a complete graph summarising the relationships between all pairs of terminal nodes. We show that the eigenmodes of the Maury operator have a direct physical interpretation as the relaxation, or resistive, modes of the network. We apply these findings to both idealised and image-based models of ventilation in lung airway trees and show that the spectral properties of the Maury matrix characterise the flow asymmetry in these networks more concisely than the Laplacian modes, and that eigenvector centrality in the Maury spectrum is closely related to the phenomenon of ventilation heterogeneity caused by airway narrowing or obstruction. This method has applications in dimensionality reduction in simulations of lung mechanics, as well as for characterisation of models of the airway tree derived from medical images.



2012 ◽  
Vol 36 (8) ◽  
pp. 601-609 ◽  
Author(s):  
Christian Bauer ◽  
Ryan Adam ◽  
David A. Stoltz ◽  
Reinhard R. Beichel


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