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3D Deep Learning in Dentistry

CNN, Sementic Sementation

MeshSNet: Deep Multi-scale Mesh Feature Learning for End-to-End Tooth Labeling on 3D Dental Surfaces (MICCAI 2019) [Paper]

Illustration of MeshSNet

Segmentations produced by five different methods


Deep Learning Approach to Semantic Segmentation in 3D Point Cloud Intra-oral Scans of Teeth (PMLR 2019) [Paper]


GAN, Restoration

Crowning Achievement: Using Adversarial Networks to Create Customized Dental Caps (2018) [NVIDIA blog]


Learning Beyond Human Expertise with Generative Models for Dental Restorations (2018) [Paper]


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3d machine learning resource for digital dentistry

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