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@DIAGNijmegen

Diagnostic Image Analysis Group

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  1. neural-odes-segmentation neural-odes-segmentation Public

    Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands

    Python 108 28

  2. StreamingCNN StreamingCNN Public

    To train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory available in current GPUs, this limits the maximum dimensions of …

    Jupyter Notebook 100 23

  3. pathology-whole-slide-data pathology-whole-slide-data Public

    A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.

    Python 97 29

  4. pathology-streaming-pipeline pathology-streaming-pipeline Public

    Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.

    Python 77 10

  5. pathology-hooknet pathology-hooknet Public

    Jupyter Notebook 57 11

  6. picai_labels picai_labels Public

    Annotations for the PI-CAI Challenge: Public Training and Development Dataset

    57 25

Repositories

Showing 10 of 189 repositories
  • rse-workshop-challenge-masterclass Public

    Files for the Challenge-Hosting Masterclass (https://workshop2025.grand-challenge.org/)

    Python 0 Apache-2.0 0 0 0 Updated Mar 13, 2025
  • website-content Public

    This repository stores all the content for the diag websites.

    TeX 6 MIT 76 28 (1 issue needs help) 18 Updated Mar 12, 2025
  • Python 0 Apache-2.0 0 0 0 Updated Mar 12, 2025
  • dragon_baseline Public

    Baseline training algorithm for the DRAGON challenge (dragon.grand-challenge.org)

    Python 2 Apache-2.0 1 0 0 Updated Mar 12, 2025
  • Literature Public

    The literature generated and cited by the group

    TeX 0 3 0 0 Updated Mar 11, 2025
  • rse-pyswot Public

    Python implementation of JetBrains/swot

    Python 1 Apache-2.0 1 0 0 Updated Mar 11, 2025
  • dragon_prep Public

    Preprocessing scripts for the DRAGON benchmark

    Python 0 Apache-2.0 0 0 0 Updated Mar 7, 2025
  • Python 0 Apache-2.0 0 0 0 Updated Mar 7, 2025
  • Python 1 Apache-2.0 0 0 0 Updated Mar 6, 2025
  • rse-gcapi Public

    Python client for the grand-challenge.org API

    Python 2 Apache-2.0 3 10 2 Updated Mar 5, 2025

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