GitHub - llevitis/deep-mri-qc: This project is trained on private MRI data, where scans are marked QC_PASS or QC_FAIL. Several architectures of neural networks are explored to make automatic predictions for new images.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 934 Commits
Untitled.ipynb		Untitled.ipynb
custom_loss.py		custom_loss.py
dataviz.py		dataviz.py
filter_for_t1w_images.py		filter_for_t1w_images.py
ibis_reader.py		ibis_reader.py
make_datasets.py		make_datasets.py
make_ibis.py		make_ibis.py
ml_experiment.py		ml_experiment.py
ndimage_aug.py		ndimage_aug.py
nyul_normalization.py		nyul_normalization.py
qc-3d.py		qc-3d.py
qc-abide-2d.py		qc-abide-2d.py
qc-ibis-2d.py		qc-ibis-2d.py
qc-ibis-dltk.py		qc-ibis-dltk.py
qc-top.py		qc-top.py
t1qc.py		t1qc.py
temp_scripts.py		temp_scripts.py
train_deepqc.py		train_deepqc.py
train_ibis_qc.py		train_ibis_qc.py
train_pytorch_mriqc.py		train_pytorch_mriqc.py
transformations.py		transformations.py
visualizations.py		visualizations.py

About

This project is trained on private MRI data, where scans are marked QC_PASS or QC_FAIL. Several architectures of neural networks are explored to make automatic predictions for new images.