ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data. (arXiv:2210.16467v1 [cs.CV])

Implant prosthesis is the most optimum treatment of dentition defect or
dentition loss, which usually involves a surgical guide design process to
decide the position of implant. However, such design heavily relies on the
subjective experiences of dentist. To relieve this problem, in this paper, a
transformer based Implant Position Regression Network, ImplantFormer, is
proposed to automatically predict the implant position based on the oral CBCT
data. The 3D CBCT data is firstly transformed into a series of 2D transverse …

arxiv data dental regression transformer vision