Improved bolus shaping accuracy using the surface segmentation and spectral clustering

References

• Abu Rub F, Odeh M, Beeson I, et al. Modelling healthcare processes using role activity diagramming. Int J Model Simulat. 2008;28(2):147–155.
   Google Scholar
• Vyas V, Palmer L, Mudge R, et al. On bolus for megavoltage photon and electron radiation therapy. Med Dosim. 2013;38(3):268–273.
   PubMed Web of Science ®Google Scholar
• Kikuchi M. Effect of finger nerve-musculoskeletal system on medical micromanipulator based on a physiological modelling. Int J Model Simulat. 2012;32(4):221–228.
   Google Scholar
• Fisher T, Bligh M, Laurel T, et al. SU‐E‐T‐328: 3D extrusion based printing of custom bolus using a non‐invasive and low cost method. Med Phys. 2013;40(6Part15):280.
   Google Scholar
• Su S, Moran K, Robar JL. Design and production of 3D printed bolus for electron radiation therapy. J Appl Clin Med Phys. 2014;15(4):194–211.
   Web of Science ®Google Scholar
• Canters RA, Lips IM, Wendling M, et al. Clinical implementation of 3D printing in the construction of patient specific bolus for electron beam radiotherapy for non-melanoma skin cancer. Radiother Oncol. 2016;121(1):148–153.
   PubMed Web of Science ®Google Scholar
• Burleson S, Baker J, Hsia AT, et al. Use of 3D printers to create a patient-specific 3D bolus for external beam therapy. J Appl Clin Med Phys. 2015;16(3):166–178.
   Web of Science ®Google Scholar
• Pugh R, Lloyd K, Collins M, et al. The use of 3D printing within radiation therapy to improve bolus conformity: a literature review. J Radiother Pract. 2017;16(3):319–325.
   Web of Science ®Google Scholar
• Zhang Y, Wang CC, Ramani K. Optimal fitting of strain-controlled flattenable mesh surfaces. Int J Adv Manuf Technol. 2016;87(9–12):2873–2887.
   Web of Science ®Google Scholar
• Huang HQ, Mok PY, Kwok YL, et al. Block pattern generation: from parameterizing human bodies to fit feature-aligned and flattenable 3D garments. Comput Ind. 2012;63(7):680–691.
   Web of Science ®Google Scholar
• Decaudin P, Julius D, Wither J, et al. Virtual garments: A fully geometric approach for clothing design. Comput Graph Forum. 2006;25(3):625–634.
   Web of Science ®Google Scholar
• Yasseen Z, Nasri A, Boukaram W, et al. Sketch-based garment design with quad meshes. Comput Aided Des. 2013;45(2):562–567.
   Web of Science ®Google Scholar
• Zhang D, Li J, Wang J. Design patterns of soft products using surface flattening. J Comput Inf Sci Eng. 2018;18(2):021011.
   Web of Science ®Google Scholar
• Elnagar A. Patching and projection of multiple overlapping images onto 3-D developable structures. Int J Model Simulat. 2001;21(3):201–208.
   Google Scholar
• Li R, Peng Q, Ingleby H, et al. A model retrieving based method for bolus shaping. Procedia CIRP. 2018;78:121–126.
   Google Scholar
• Jiao X, Wu T, Qin X. Mesh segmentation by combining mesh saliency with spectral clustering. J Comput Appl Math. 2018;329:134–146.
   Web of Science ®Google Scholar
• Lavoué G, Dupont F, Baskurt A. A new CAD mesh segmentation method, based on curvature tensor analysis. Comput Aided Des. 2005;37:975–987.
   Web of Science ®Google Scholar
• Wang J, Yu Z. Geometric decomposition of 3D surface meshes using Morse theory and region growing. Int J Adv Manuf Technol. 2011;56(9–12):1091–1103.
   Web of Science ®Google Scholar
• Golovinskiy A, Funkhouser T. Randomized cuts for 3D mesh analysis. ACM Trans Graph. 2008;27(5):1.
   Web of Science ®Google Scholar
• Wang H, Lu T, Au OKC, et al. Spectral 3D mesh segmentation with a novel single segmentation field. Graph Models. 2014;76(5):440–456.
   Google Scholar
• Zhang H, Wu C, Deng J, et al. A new two-stage mesh surface segmentation method. Visual Comput. 2018;34(11):1597–1615.
   Web of Science ®Google Scholar
• Hinds BK, McCartney J, Woods G. Pattern development for 3D surfaces. Comput Des. 1991;23(8):583–592.
   Web of Science ®Google Scholar
• Wang CCL, Smith SSF, Yuen MMF. Surface flattening based on energy model. Comput Aided Des. 2002;34(11):823–833.
   Web of Science ®Google Scholar
• Li J, Zhang D, Lu G, et al. Flattening triangulated surfaces using a mass-spring model. Int J Adv Manuf Technol. 2005;25(1–2):108–117.
   Web of Science ®Google Scholar
• Liu Q, Xi J, Wu Z. An energy-based surface flattening method for flat pattern development of sheet metal components. Int J Adv Manuf Technol. 2013;68(5–8):1155–1166.
   Web of Science ®Google Scholar
• Liu X, Li S, Zheng X, et al. Development of a flattening system for sheet metal with free-form surface. Adv Mech Eng. 2016;8(2):1–12.
   Web of Science ®Google Scholar
• Wang CCL. Towards flattenable mesh surfaces. Comput Aided Des. 2008;40(1):109–122.
   Web of Science ®Google Scholar
• Von Luxburg U. A tutorial on spectral clustering. Stat Comput. 2007;17(4):395–416.
   Web of Science ®Google Scholar