Predict the status of a genetic biomarker important for brain cancer treatment
MIT License
The goal is prediction fracture in whole neck 3D scans. The organizers provide 2k cases with partially annotated fractures as bounding boxes or/and pixel-wise segmentations.
The goal of this challenge is to Predict the status of a genetic biomarker important for brain cancer treatment.
Each independent case has a dedicated folder identified by a five-digit number. Within each of these “case” folders, there are four sub-folders, each of them corresponding to each of the structural multi-parametric MRI (mpMRI) scans, in DICOM format. The exact mpMRI scans included are:
The labels/targets are MGMT_value
:
A simple way how to use this basic functions:
! pip install https://github.com/Borda/kaggle_vol-3D-classify/archive/refs/heads/main.zip
Training progress with EfficientNet3D with training for 10 epochs > over 96% validation accuracy: