Title :
Mesh-based approach for the 3D analysis of anatomical structures of interest in Radiotherapy
Author :
Mejia-Rodriguez, Aldo R. ; Scalco, Elisa ; Tresoldi, D. ; Bianchi, A.M. ; Arce-Santana, Edgar R. ; Mendez, M.O. ; Rizzo, Gianluca
Author_Institution :
Inst. of Mol. Bioimaging & Physiol. (IBFM), Milan, Italy
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
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.
Keywords :
Boolean functions; biological organs; computerised tomography; distance measurement; radiation therapy; volume measurement; Boolean operations; DICE indices; anatomical structure 3D analysis; average symmetric distance; center of mass distance measurement; dice similarity coefficient; left parotids; megavoltage CT image; mesh surfaces approximations; parotid gland meshes; radiotherapy; right parotids; standard binary image approach; volume measurement; Anatomical structure; Glands; Physiology; Rendering (computer graphics); Standards; Variable speed drives; Volume measurement; Algorithms; Automatic Data Processing; Computer Simulation; Humans; Image Processing, Computer-Assisted; Imaging, Three-Dimensional; Models, Anatomic; Models, Statistical; Observer Variation; Parotid Gland; Radiographic Image Interpretation, Computer-Assisted; Radiotherapy; Radiotherapy Planning, Computer-Assisted; Signal Processing, Computer-Assisted; Tomography, X-Ray Computed;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6347496