Towards the Automatization of Cranial Implant Design in Cranioplasty

Chapter 1 Patient Specific Implants (PSI)

Chapter 2 Dataset Descriptor for the AutoImplant Cranial Implant Design Challenge

Chapter 3 Automated Virtual Reconstruction of Large Skull Defects using Statistical Shape Models and Generative Adversarial Networks

Chapter 4 Cranial Implant Design Through Multiaxial Slice Inpainting Using Deep Learning

Chapter 5 Cranial Implant Design via Virtual Craniectomy with Shape Priors

Chapter 6 Deep Learning Using Augmentation via Registration: 1st Place Solution to the AutoImplant 2020 Challenge

Chapter 8 Shape Completion by U-Net: An Approach to the AutoImplant MICCAI Cranial Implant Design Challenge

Chapter 9 Cranial Implant Prediction Using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement

Chapter 10 Cranial Implant Design Using a Deep Learning Method with Anatomical Regularization

Chapter 11 High-Resolution Cranial Implant Prediction via Patch-Wise Training

Chapter 12 Learning Volumetric Shape Super-Resolution for Cranial Implant Design