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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 93 31

  2. HIA HIA Public

    Histopathology Image Analysis

    Python 92 17

  3. STAMP STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 63 26

  4. deepmed deepmed Public

    Python 47 8

  5. preProcessing preProcessing Public

    Python 42 13

  6. dl-mri dl-mri Public

    Deep Learning MRI image analysis

    Python 41 8

Repositories

Showing 10 of 48 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 8 MIT 1 10 5 Updated Mar 7, 2025
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    KatherLab/LLMAIx’s past year of commit activity
    Python 39 AGPL-3.0 8 1 0 Updated Mar 7, 2025
  • 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-2.0 190 0 2 Updated Mar 6, 2025
  • EAGLE Public

    Efficient Approach for Guided Local Examination in Digital Pathology

    KatherLab/EAGLE’s past year of commit activity
    Python 10 GPL-3.0 0 0 0 Updated Mar 5, 2025
  • liverMRI Public

    Liver MRI pretraining pipeline

    KatherLab/liverMRI’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Feb 25, 2025
  • ToolMaker Public

    LLM Agents Making Agent Tools

    KatherLab/ToolMaker’s past year of commit activity
    Python 10 4 1 1 Updated Feb 19, 2025
  • COBRA Public

    COntrastive Biomarker Representation Alignment (COBRA)

    KatherLab/COBRA’s past year of commit activity
    Python 9 GPL-3.0 0 0 0 Updated Feb 18, 2025
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    KatherLab/STAMP’s past year of commit activity
    Python 63 MIT 26 9 7 Updated Feb 15, 2025
  • mopadi Public

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

    KatherLab/mopadi’s past year of commit activity
    Python 5 0 0 0 Updated Feb 7, 2025
  • HNSCC_FM_MIL_study Public

    Repository for data extraction and model extraction alongside model objects for the paper "End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning" by Meneghetti et al. 2025

    KatherLab/HNSCC_FM_MIL_study’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 2, 2025
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