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brats2020_segmentation's Introduction

Segmentation Models Comparison on Brats2020

Data overview

Each sample contains T1, post-contrast T1-weighted, T2-weighted and FLAIR scan modalities. And annotations with the GD-enhancing tumor (ET — label 4), the peritumoral edema (ED — label 2), and the necrotic and non-enhancing tumor core.

Results

Unet results after 50 epochs. unet_results_50ep

Example from

https://www.kaggle.com/polomarco/brats20-3dunet-3dautoencoder

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