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@KatherLab

Kather Lab at EKFZ / TU Dresden

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  1. HIA HIA Public

    Histopathology Image Analysis

    Python 90 16

  2. marugoto marugoto Public

    Tools to build deep learning pipelines.

    Python 82 27

  3. preProcessing preProcessing Public

    Python 43 12

  4. deepmed deepmed Public

    Python 42 8

  5. STAMP STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 42 18

  6. dl-mri dl-mri Public

    Deep Learning MRI image analysis

    Python 35 7

Repositories

Showing 10 of 33 repositories
  • MediSwarm Public

    MediSwarm is an open-source project for advancing medical deep learning using swarm intelligence and NVFlare. Developed by the Odelia consortium, it ensures data privacy through federated learning, enabling collaborative, decentralized model training across institutions for improved medical research and applications.

    KatherLab/MediSwarm’s past year of commit activity
    Python 4 MIT 0 8 3 Updated Oct 11, 2024
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    KatherLab/LLMAIx’s past year of commit activity
    Python 6 AGPL-3.0 4 0 0 Updated Oct 9, 2024
  • swarm-learning-hpe Public

    Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.

    KatherLab/swarm-learning-hpe’s past year of commit activity
    Python 12 MIT 1 29 1 Updated Oct 7, 2024
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    KatherLab/STAMP’s past year of commit activity
    Python 42 MIT 18 7 4 Updated Sep 18, 2024
  • marugoto Public

    Tools to build deep learning pipelines.

    KatherLab/marugoto’s past year of commit activity
    Python 82 MIT 27 1 0 Updated Sep 10, 2024
  • LLMAnonymizer-Publication Public

    Anonymize Medical Documents using LLMs

    KatherLab/LLMAnonymizer-Publication’s past year of commit activity
    Python 3 2 0 0 Updated Sep 2, 2024
  • NVFlare_MediSwarm Public Forked from NVIDIA/NVFlare

    NVIDIA Federated Learning Application Runtime Environment

    KatherLab/NVFlare_MediSwarm’s past year of commit activity
    Python 0 Apache-2.0 180 0 0 Updated Aug 30, 2024
  • highres-WSI-heatmaps Public
    KatherLab/highres-WSI-heatmaps’s past year of commit activity
    Python 7 GPL-3.0 5 0 0 Updated Jul 9, 2024
  • joint-mtl-cpath Public
    KatherLab/joint-mtl-cpath’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jul 8, 2024
  • llm-agent Public

    LLM agents in medicine

    KatherLab/llm-agent’s past year of commit activity
    Python 7 2 0 0 Updated Jun 24, 2024
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