Three-dimensional deep learning to automatically generate cranial implant geometry

Medicine and Dentistry

• Learning 100%
• Cranioplasty 66%
• Implant 33%
• Patient 33%
• Congenital Disorder 33%
• Cancer Surgery 33%
• Plastic Surgery 33%
• Reconstructive Surgery 33%
• Skull 33%
• Implant Design 33%

Computer Science

• Models 100%
• Deep Learning 100%
• Learning Framework 40%
• Design 20%
• Training Sample 20%
• Booleans 20%
• Clinical Application 20%
• Postprocessing 20%
• Autoencoder 20%
• Empirical Research 20%
• Spatial Distribution 20%

Biochemistry, Genetics and Molecular Biology

• Learning 100%
• Reconstruction 66%
• Sample 33%
• Training 33%
• Processing 33%
• Noise 33%
• Bone 33%