RSNA 2019 13th place solution

Instruction

download stage 2 test data and unzip to data/dicom/stage_2_test_images/
download csv files and model weights from Google Drive: https://drive.google.com/drive/folders/1Qdl039X5ZIFWzH3ynzwo1f92gwPO4yYX
run pre-processing script

$ chmod +x preprocess.sh
$ ./preprocess.sh

$ chmod +x predict_single_models.sh
$ ./predict_single_models.sh

$ chmod +x stacking_predict.sh
$ ./stacking_predict.sh

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
datnt		datnt
dattq		dattq
dung		dung
nghia		nghia
nhannt		nhannt
stacking		stacking
README.md		README.md
convert_dicom_to_jpg.py		convert_dicom_to_jpg.py
convert_dicom_to_npy.py		convert_dicom_to_npy.py
crop_jpg_384.py		crop_jpg_384.py
environment.yml		environment.yml
extract_metadata_from_dicom.py		extract_metadata_from_dicom.py
has_brain.py		has_brain.py
predict_single_models.sh		predict_single_models.sh
preprocess.sh		preprocess.sh
process_ct.py		process_ct.py
stacking_predict.sh		stacking_predict.sh