Title :
Quantitative comparison of micro-vasculatures
Author :
Linder, Marion ; Duplaa, Cecile ; Couffinhal, Thierry ; Malandain, Gregoire
Author_Institution :
Morpheme Team, INRIA, Sophia Antipolis, France
Abstract :
Angiogenesis is a key component of ontogenesis, but also of tumor development or in some pathology repair (i.e. ischemia). Deciphering the underlying mechanisms of vessel formation is of importance. We aimed at identifying and characterizing the genetic components that are involved in this development. This requires to compare the effect of each gene with respect to the others, hence appeals for quantitative comparisons. To that end, we propose then in this paper a methodology that first transforms a vascular image into a tree and second quantitatively analyze 3D vascular trees. Our preliminary experiments are conducted with images of the renal arterial network of different mutant mice. A first set of quantitative measurements are proposed that allow for group study.
Keywords :
blood vessels; computerised tomography; diseases; genetics; kidney; tumours; 3D vascular tree; angiogenesis; computed tomography; gene effect; genetic component; ischemia; micro-CT; microvasculature; mutant mice; ontogenesis; pathology repair; quantitative comparison; renal arterial network image; tumor development; vascular image; vessel formation; Cavity resonators; Image reconstruction; Image segmentation; Junctions; Mice; Skeleton; Three-dimensional displays; micro-CT; quantitative biology; vascular imaging;
Conference_Titel :
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
Conference_Location :
New York, NY
DOI :
10.1109/ISBI.2015.7163924