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rsna-intracranial

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Commits

List of commits on branch master.
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6194b0207e3443b1b77827d121ba0db49d7eaefe

fix order of lrs

rradekosmulski committed 5 years ago
Unverified
f46344b7a36a6ef8501068a91d03ad09432cb9d2

squash minor bugs

rradekosmulski committed 5 years ago
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875296fda3526b80dab6c5cfdbd22df971a43a3e

remove unnecessary cell

rradekosmulski committed 5 years ago
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41b8037be451a8ef8159c82dfa088a200d2d2d66

add training model using fastai v2

rradekosmulski committed 5 years ago
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b0ecf53aaed1f56c8c81ab6f092e215c5512c877

add additional visualizations to 08

rradekosmulski committed 5 years ago
Unverified
c98dec5cd4f868f09b167e37794f7c4f70be4c9e

add CAM

rradekosmulski committed 5 years ago

README

The README file for this repository.

RSNA Intracranial Hemorrhage Detection Kaggle competition starter pack

The instructions in the notebooks will take you through downloading the data, processing it, training a basic model and making a submission.

Twitter thread
Kaggle forum post
FastAi forum post

EDIT: Please note, window_and_normalize should divide window_width by 2 in order to align with the 'brain window' traditionally used by radiologists for visualization. As is right now, the window is twice as wide. Good discussion on relevance of windowing to visualization / modelling in this kaggle thread

PyTorch version: 1.2.0
FastAi version: 1.0.58.dev0 (54b757bbfe85df4ccf391dd3da0825c441b1d2da)