Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2012
Mesh-based approach for the 3D analysis of anatomical structures of interest in radiotherapy.
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Mejia-Rodriguez Aldo R, Scalco Elisa, Tresoldi Daniele, Bianchi Anna M, Arce-Santana Edgar R, Mendez Martin O, Rizzo Giovanna
Аннотация
In this paper a method based on mesh surfaces approximations for the 3D analysis of anatomical structures in Radiotherapy (RT) is presented. Parotid glands meshes constructed from Megavoltage CT (MVCT) images were studied in terms of volume, distance between center of mass (distCOM) of the right and left parotids, dice similarity coefficient (DICE), maximum distance between meshes (DMax) and the average symmetric distance (ASD). A comparison with the standard binary images approach was performed. While absence of significant differences in terms of volume, DistCOM and DICE indices suggests that both approaches are comparable, the fact that the ASD showed significant difference (p=0.002) and the DMax was almost significant (p=0.053) suggests that the mesh approach should be adopted to provide accurate comparison between 3D anatomical structures of interest in RT.
Предметные рубрики MeSH
AlgorithmsComputer SimulationElectronic Data ProcessingHumansImage Processing, Computer-AssistedImaging, Three-DimensionalModels, AnatomicModels, StatisticalObserver VariationParotid GlandRadiographic Image Interpretation, Computer-AssistedRadiotherapyRadiotherapy Planning, Computer-AssistedSignal Processing, Computer-AssistedTomography, X-Ray Computed