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Published March 31, 2020 | Version 1
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pretrained models for 3D semantic image segmentation with nnU-Net

  • 1. Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Biosciences, University of Heidelberg, Heidelberg, Germany
  • 2. Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany
  • 3. DeepMind, London, United Kingdom

Description

nnU-Net is an out-of-the-box segmentation tool for 3D biomedical image data. It automatically configures U-Net based segmentation pipelines that achieve state of the art result across a broad range of datasets. We have evaluated nnU-Net on 10 biomedical segmentation challenges spanning 19 diverse datasets. This repository contains the trained network parameters for these datasets. Instructions for how to use them are provided at: https://github.com/MIC-DKFZ/nnUNet

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Task001_BrainTumour.zip

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