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@KatherLab

Kather Lab at EKFZ / TU Dresden

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  1. marugoto marugoto Public

    Tools to build deep learning pipelines.

    Python 99 30

  2. HIA HIA Public

    Histopathology Image Analysis

    Python 93 17

  3. STAMP STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 73 28

  4. LLMAIx LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    Python 66 10

  5. deepmed deepmed Public

    Python 47 8

  6. preProcessing preProcessing Public

    Python 43 12

Repositories

Showing 10 of 49 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.

    Python 9 MIT 2 11 2 Updated Apr 17, 2025
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 73 MIT 28 10 3 Updated Apr 16, 2025
  • COBRA Public

    COntrastive Biomarker Representation Alignment (COBRA)

    Python 11 GPL-3.0 0 0 0 Updated Apr 15, 2025
  • ToolMaker Public

    LLM Agents Making Agent Tools

    Python 20 4 1 0 Updated Apr 3, 2025
  • stamp_demo Public
    Jupyter Notebook 0 0 0 0 Updated Mar 29, 2025
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    Python 66 AGPL-3.0 10 0 0 Updated Mar 26, 2025
  • NVFlare_MediSwarm Public Forked from NVIDIA/NVFlare

    NVIDIA Federated Learning Application Runtime Environment

    Python 0 Apache-2.0 191 0 0 Updated Mar 17, 2025
  • EAGLE Public

    Efficient Approach for Guided Local Examination in Digital Pathology

    Python 17 GPL-3.0 0 0 0 Updated Mar 5, 2025
  • liverMRI Public

    Liver MRI pretraining pipeline

    Python 0 GPL-3.0 0 0 0 Updated Feb 25, 2025
  • mopadi Public

    MOrphing histoPAthology DIffusion models for explainability of AI pipelines in medical image analysis.

    Python 5 1 0 0 Updated Feb 7, 2025
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