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@KatherLab

Kather Lab at EKFZ / TU Dresden

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  1. HIA HIA Public

    Histopathology Image Analysis

    Python 93 17

  2. marugoto marugoto Public

    Tools to build deep learning pipelines.

    Python 90 29

  3. STAMP STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 50 23

  4. deepmed deepmed Public

    Python 46 8

  5. preProcessing preProcessing Public

    Python 43 13

  6. dl-mri dl-mri Public

    Deep Learning MRI image analysis

    Python 38 8

Repositories

Showing 10 of 43 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 7 MIT 1 9 3 Updated Jan 10, 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 4 0 0 0 Updated Jan 9, 2025
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    KatherLab/STAMP’s past year of commit activity
    Python 50 MIT 23 8 4 Updated Jan 9, 2025
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    KatherLab/LLMAIx’s past year of commit activity
    Python 27 AGPL-3.0 6 0 0 Updated Jan 9, 2025
  • uni Public Forked from mahmoodlab/UNI

    Towards a general-purpose foundation model for computational pathology - Nature Medicine

    KatherLab/uni’s past year of commit activity
    Jupyter Notebook 0 56 0 0 Updated Jan 6, 2025
  • prompt_injection_attacks Public
    KatherLab/prompt_injection_attacks’s past year of commit activity
    Python 1 0 0 0 Updated Dec 28, 2024
  • patho_prompt_injection Public
    KatherLab/patho_prompt_injection’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Dec 28, 2024
  • COBRA Public

    COntrastive Biomarker Representation Alignment (COBRA)

    KatherLab/COBRA’s past year of commit activity
    Python 3 GPL-3.0 0 0 0 Updated Dec 16, 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 13 MIT 1 29 1 Updated Dec 9, 2024
  • genml Public

    This is a pipeline of feature extraction for genomics mutation using foundation models.

    KatherLab/genml’s past year of commit activity
    Python 2 0 0 0 Updated Dec 5, 2024
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