RSNA2019_1st_place_solution
This is the source code for the first place solution to the RSNA2019 Intracranial Hemorrhage Detection Challenge. Video with quick overview:
Solutuoin Overview
Dependencies
- opencv-python==3.4.2
- scikit-image==0.14.0
- scikit-learn==0.19.1
- scipy==1.1.0
- torch==1.1.0
- torchvision==0.2.1
code
- 2DCNN
- SequenceModel
After single models training, the oof files will be saved in ./SingleModelOutput(three folders for three pipelines).
After training the sequence model, the final submission will be ./FinalSubmission/final_version/submission_tta.csv
Final Submission
Private Leaderboard:
- 0.04383