Creatools: a framework to develop medical image processing software: application to simulate pipeline stent deployment in intracranial vessels with aneurysms

作者: Eduardo E. Dávila Serrano , Laurent Guigues , Jean-Pierre Roux , Frédéric Cervenansky , Sorina Camarasu-Pop

DOI: 10.1007/978-3-642-33564-8_7

关键词: SimulationImage processingArtificial intelligenceSoftwareImage segmentationConstruct (python library)Computer sciencePipeline (software)Software deploymentGraphical user interfaceComputer architectureVisualization

摘要: The paper presents a collaborative project that offers stand-alone software applications for end-users and complete open-source platform to rapidly develop/prototype medical image processing work-flows with sophisticated visualization user interactions. It builds on top of flexible cross-platform framework (Linux, Windows MacOS) developed in C++, which guarantees an easy connection heterogeneous C++ modules provides the libraries high-level components construct graphical interfaces (GUI) including input/output (file management), display, interaction, data processing, etc. In this article, we illustrate usefulness through research dealing study thrombosis intra-cranial aneurysms. Algorithms by researchers, such as segmentation, stent model generation, its interactive virtual deployment segmented vessels, well generation meshes necessary simulate blood flow thus stented have been implemented user-friendly GUI 3D interaction.

参考文章(9)
Maciej Orkisz, Leonardo Flórez Valencia, Marcela Hernández Hoyos, Models, algorithms and applications in vascular image segmentation Machine Graphics & Vision International Journal archive. ,vol. 17, pp. 5- 33 ,(2008) , 10.5555/1534494.1534496
Leonardo Flórez Valencia, Jacques Azencot, Maciej Orkisz, Algorithm for Blood-Vessel Segmentation in 3D Images Based on a Right Generalized Cylinder Model: Application to Carotid Arteries Computer Vision and Graphics. pp. 27- 34 ,(2010) , 10.1007/978-3-642-15910-7_4
A. Sarti, R. Malladi, J.A. Sethian, Subjective Surfaces: A Geometric Model for Boundary Completion International Journal of Computer Vision. ,vol. 46, pp. 201- 221 ,(2002) , 10.1023/A:1014028906229
Johan Montagnat, Leonardo Flórez-Valencia, Maciej Orkisz, 3D graphical models for vascular-stent pose simulation Machine Graphics & Vision International Journal archive. ,vol. 13, pp. 235- 248 ,(2004)
Ryszard Tadeusiewicz, Leszek J. Chmielewski, Konrad Wojciechowski, Leonard Bolc, Computer Vision and Graphics ,(2009)
L. Flórez Valencia, J. Montagnat, M. Orkisz, 3D models for vascular lumen segmentation in MRA images and for artery-stenting simulation Irbm. ,vol. 28, pp. 65- 71 ,(2007) , 10.1016/J.RBMRET.2007.04.001
Rui Gan, Wilbur C. K. Wong, Albert C. S. Chung, Statistical cerebrovascular segmentation in three-dimensional rotational angiography based on maximum intensity projections Medical Physics. ,vol. 32, pp. 3017- 3028 ,(2005) , 10.1118/1.2001820
T.F. Chan, L.A. Vese, Active contours without edges IEEE Transactions on Image Processing. ,vol. 10, pp. 266- 277 ,(2001) , 10.1109/83.902291
M. Holtzman-Gazit, R. Kimmel, N. Peled, D. Goldsher, Segmentation of thin structures in volumetric medical images IEEE Transactions on Image Processing. ,vol. 15, pp. 354- 363 ,(2006) , 10.1109/TIP.2005.860624