ImplantFormer: vision transformer-based implant position regression using dental CBCT data

Keyphrases

• Transformer-based 100%
• Vision Transformer 100%
• Implant Position 100%
• Dental CBCT 100%
• Design Process 16%
• Superior Performance 16%
• Image Features 16%
• Appropriate Treatment 16%
• Decoder 16%
• Robust Prediction 16%
• 5-fold Cross Validation 16%
• Local Features 16%
• Feature Map 16%
• Position-based 16%
• Global Information 16%
• Convolutional 16%
• Axial View 16%
• Dental Implants 16%
• Multi-level Features 16%
• Subjective Experience 16%
• Tooth Root 16%
• Guide Design 16%
• Regression Network 16%
• Dentists 16%
• Relationship Characteristics 16%
• Surgical Guide 16%
• Tooth Crown 16%
• Dentition 16%
• Dentition Defect 16%
• Crown Area 16%
• Implant-supported Prosthesis 16%
• Patch Embedding 16%
• Crown Fit 16%

Medicine and Dentistry

• Cone Beam Computed Tomography 100%
• Implant 100%
• Dentition 100%
• Cross-Validation 50%
• Prosthesis 50%
• Dentist 50%
• Dental Implant 50%
• Tooth Root 50%