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A set of algorithms for converting volumetric CT head images into skull registered meshes using deep learning.

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vfmatzkin/mesh-skull-reconstruction

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mesh-skull-reconstruction

https://github.com/vfmatzkin/mesh-skull-reconstruction

A set of algorithms for converting volumetric CT head images into skull registered meshes using deep learning.

Requirements

Install Anaconda

Anaconda installing guide

Using the requeriments file

You must create a conda environment using the environment.yml file in the root of the repository. The creation of the environment is done by the following command:

conda env create -f env.yml

If env.yml doesn't work

Run the following commands:

 >> conda create -n msr python=3.8 numpy
 >> conda activate msr
(msr) >> pip install deformetrica
(msr) >> conda install -c conda-forge jupyterlab
(msr) >> conda install -c simpleitk simpleitk

Usage

You can use the several ipynb files in the repository to run the algorithms.

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A set of algorithms for converting volumetric CT head images into skull registered meshes using deep learning.

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