GitHub - guofei1989/dsb3: A deep learning framework for lung cancer prediction built with Lasagne/Theano

See:

https://eliasvansteenkiste.github.io/machine%20learning/lung-cancer-pred/

GenerateSolution.txt

WinningModelDocumentation.pdf

Name		Name	Last commit message	Last commit date
Latest commit History 256 Commits
configs_class_dsb		configs_class_dsb
configs_fpred_patch		configs_fpred_patch
configs_fpred_scan		configs_fpred_scan
configs_gen_features		configs_gen_features
configs_luna_props_patch		configs_luna_props_patch
configs_luna_props_scan		configs_luna_props_scan
configs_luna_size_patch		configs_luna_size_patch
configs_seg_patch		configs_seg_patch
configs_seg_scan		configs_seg_scan
sandbox		sandbox
scripts		scripts
.gitignore		.gitignore
GenerateSolution.txt		GenerateSolution.txt
LICENSE		LICENSE
README.md		README.md
SETTINGS.json		SETTINGS.json
SETTINGS_user.json		SETTINGS_user.json
WinningModelDocumentation.pdf		WinningModelDocumentation.pdf
analyze_dsb_pixel_spacings.py		analyze_dsb_pixel_spacings.py
blobs_detection.py		blobs_detection.py
buffering.py		buffering.py
configuration.py		configuration.py
data_iterators.py		data_iterators.py
data_transforms.py		data_transforms.py
dsb_test_patient_segment.py		dsb_test_patient_segment.py
evaluate_dsb_fpred_scan.py		evaluate_dsb_fpred_scan.py
evaluate_luna_fpred_scan.py		evaluate_luna_fpred_scan.py
evaluate_luna_seg_scan.py		evaluate_luna_seg_scan.py
evaluate_submission.py		evaluate_submission.py
generate_dsb_histogram.py		generate_dsb_histogram.py
generate_features_dsb.py		generate_features_dsb.py
generate_luna_histograms.py		generate_luna_histograms.py
logger.py		logger.py
luna_test_patient_segment.py		luna_test_patient_segment.py
lung_segmentation.py		lung_segmentation.py
make_final_split.py		make_final_split.py
metadata_files.tgz		metadata_files.tgz
nn_lung.py		nn_lung.py
paard_gpu1.sh		paard_gpu1.sh
pathfinder.py		pathfinder.py
pixel_spacings_dsb.pkl		pixel_spacings_dsb.pkl
plot_dsb_roi.py		plot_dsb_roi.py
plot_learning_curves.py		plot_learning_curves.py
plot_luna_roi.py		plot_luna_roi.py
test_a6_dsb.py		test_a6_dsb.py
test_class_dsb.py		test_class_dsb.py
test_class_dsb_tta.py		test_class_dsb_tta.py
test_fpred_patch.py		test_fpred_patch.py
test_fpred_scan.py		test_fpred_scan.py
test_fpred_scan_dsb.py		test_fpred_scan_dsb.py
test_luna_props_scan_dsb.py		test_luna_props_scan_dsb.py
test_luna_size_scan_dsb.py		test_luna_size_scan_dsb.py
test_lung_seg_scan.py		test_lung_seg_scan.py
test_lung_seg_scan_luna.py		test_lung_seg_scan_luna.py
test_seg_patch.py		test_seg_patch.py
test_seg_scan.py		test_seg_scan.py
test_seg_scan_dsb.py		test_seg_scan_dsb.py
test_seg_scan_dsb_prl.py		test_seg_scan_dsb_prl.py
train_class_dsb.py		train_class_dsb.py
train_class_dsb_feed_patch_loc.py		train_class_dsb_feed_patch_loc.py
train_fpred_patch.py		train_fpred_patch.py
train_luna_prop_patch.py		train_luna_prop_patch.py
train_luna_size_patch.py		train_luna_size_patch.py
train_props_patch.py		train_props_patch.py
train_seg_patch.py		train_seg_patch.py
utils.py		utils.py
utils_lung.py		utils_lung.py
utils_plots.py		utils_plots.py

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guofei1989/dsb3

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