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@KatherLab

Kather Lab at EKFZ / TU Dresden

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  1. HIA HIA Public

    Histopathology Image Analysis

    Python 92 17

  2. marugoto marugoto Public

    Tools to build deep learning pipelines.

    Python 89 29

  3. STAMP STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 47 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 37 8

Repositories

Showing 10 of 37 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 6 MIT 0 9 1 Updated Nov 28, 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 0 0 0 0 Updated Nov 27, 2024
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    KatherLab/STAMP’s past year of commit activity
    Python 47 MIT 23 8 4 Updated Nov 26, 2024
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    KatherLab/LLMAIx’s past year of commit activity
    Python 15 AGPL-3.0 5 0 0 Updated Nov 13, 2024
  • GraDaCu Public

    Grammar-based Data Curation

    KatherLab/GraDaCu’s past year of commit activity
    Python 1 0 0 0 Updated Nov 13, 2024
  • marugoto Public

    Tools to build deep learning pipelines.

    KatherLab/marugoto’s past year of commit activity
    Python 89 MIT 29 1 0 Updated Nov 12, 2024
  • mopadi Public

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

    KatherLab/mopadi’s past year of commit activity
    Python 3 0 0 0 Updated Oct 29, 2024
  • prompt_injection_attacks Public
    KatherLab/prompt_injection_attacks’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Oct 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 12 MIT 1 29 1 Updated Oct 7, 2024
  • LLMAnonymizer-Publication Public

    Anonymize Medical Documents using LLMs

    KatherLab/LLMAnonymizer-Publication’s past year of commit activity
    Python 4 2 0 0 Updated Sep 2, 2024
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