Deep Learning-based Approach For 3d Bone Segmentation And Prediction Of Missing Tooth Region For Dental Implant Planning

Artificial intelligence has been utilized in dentistry for disease detection and treatment planning, with a focus on 2D radiographs. However, further advancements in AI could greatly benefit dentists by allowing for computer-aided systems in 3D imaging procedures. Challenges in dental segmentation include intricate structures, limited contrast, and the presence of dental restorations. Dental implant planning also heavily relies on accurate segmentation and can benefit from AI technology.