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CHD adaptation of MeshDeformNet, a deep-learning approach for direct whole-heart mesh reconstruction

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kharold23/CHDDeformNet

 
 

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This project is adapted from the base model of MeshDeformNet.

The orignal code for MeshDeformNet can be found at https://github.com/fkong7/MeshDeformNet

The following files were changed for this project:

data/data_augmentation.py  
data/data2tfrecords.py  
src/pre_process.py  
prediction_gcn.py  
train_gcn.py  

The following files were written from scratch for this project:

data/Preprocessing.py  
batchscripts/Augment.sh  
batchscripts/Preprocessing.sh  
batchscripts/Train.sh  
batchscripts/Validate.sh  
Loss_Evaluation.ipynb (This also includes plots of loss for different trial runs.)

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CHD adaptation of MeshDeformNet, a deep-learning approach for direct whole-heart mesh reconstruction

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