/RSNA2019_1st_place_solution

RSNA2019 Intracranial Hemorrhage Detection

Primary LanguagePython

RSNA Intracranial Hemorrhage Detection

This is the source code for the first place solution to the RSNA2019 Intracranial Hemorrhage Detection Challenge. Video with quick overview:

##Solutuoin Overview image

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). For the final sequence model training: After training the sequence model, the final submission will be ./FinalSubmission/final_version/submission_tta.csv

Final Submission

Private Leaderboard:

  • 0.04383