Discover Jianningli/MIA Open Source project

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Language
Python
License
MIT License
Created almost 4 years ago
Updated over 3 years ago

Jianningli

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Repository for 'Automatic Skull Defect Restoration and Cranial Implant Generation for Cranioplasty'. Skull Shape Completion Using Deep Learning (High resolution Volumetric Shape Completion)

medshapenet-feedback

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

Jupyter Notebook

autoimplant

A Baseline Approach for the AutoImplant Challenge

Python

SparseCNN

Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution

Python

tmi

A collection of the papers/codes and datasets associated with the MICCAI 2020 Cranial Implant Design Challenge.

voxel_rearrangement

Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation

Python

Autoimplant_II

code repository for AutoImplant II submissions

skullVAE

training β-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder

Python

ssm

Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model

Python

mug500plus

MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implants

Morton3D

Efficient Pythonic Implementation of 3D Morton Encoding and Decoding.

Python

SciData

Python

Jianningli/MIA

Jianningli

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