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Deep Learning-Based Automatic Segmentation of Mandible and Maxilla in Multi-Center CT Images
Sophisticated segmentation of the craniomaxillofacial bones (the mandible and maxilla) in computed tomography (CT) is essential for diagnosis and treatment planning for craniomaxillofacial surgeries. Conventional manual segmentation is time-consuming and challenging due to intrinsic properties of craniomaxillofacial bones and head CT such as the variance in the anatomical structures, low contrast of soft tissue, and artifacts caused by metal implants. However, data-driven segmentation methods,doi:10.3390/app12031358 fatcat:hvmur7sxsndtppsb5trjyvgpby