Towards the Automatization of Cranial Implant Design in Cranioplasty II

Personalized Calvarial Reconstruction in Neurosurgery.- Qualitative Criteria for Designing Feasible Cranial Implants.- Segmentation of Defective Skulls from CT Data for Tissue Modelling.- Improving the Automatic Cranial Implant Design in Cranioplasty by Linking Different Datasets.- Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation.- A U-Net based System for Cranial Implant Design with Pre-processing and Learned Implant Filtering.- Sparse Convolutional Neural Network for Skull Reconstruction.- Cranial Implant Prediction by Learning an Ensemble of Slice-based Skull Completion networks.- PCA-Skull: 3D Skull Shape Modelling Using Principal Component Analysis.- Cranial Implant Design using V-Net based Region of Interest Reconstruction.

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• Processamento de imagens
• Inteligência artificial
• Imagiologia médica
• Neurologia e neurofisiologia clínica

artificial intelligence;bioinformatics;computer networks;computer systems;computer vision;deep learning;image analysis;image enhancement;image processing;image reconstruction;image segmentation;machine learning;medical images;neural networks;pattern recognition