learn2reg2021_task3

Learn2Reg 2021 Task3 MRI whole brain

Using DeepRegNet from Project-MONAI with LNCC, MIND and Dice loss for Learn2Reg2021 task 3 brain MRI registration.

Hyperparameter

check deepregnet.ini

Training

run train_deepreg.py

Inference

run inference.py

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
models		models
voxelmorph		voxelmorph
.gitignore		.gitignore
README.md		README.md
data_utils.py		data_utils.py
deepregnet.ini		deepregnet.ini
deepregnet.py		deepregnet.py
inference.py		inference.py
kernels.py		kernels.py
log_utils.py		log_utils.py
losses.py		losses.py
metrics.py		metrics.py
my_argparse.py		my_argparse.py
normalized_gradient_field.py		normalized_gradient_field.py
requirements.txt		requirements.txt
train_deepreg.py		train_deepreg.py
utils.py		utils.py

BailiangJ/learn2reg2021_task3