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@KatherLab

Kather Lab at EKFZ / TU Dresden

Popular repositories Loading

  1. HIA HIA Public

    Histopathology Image Analysis

    Python 90 17

  2. marugoto marugoto Public

    Tools to build deep learning pipelines.

    Python 84 28

  3. STAMP STAMP Public

    Solid Tumor Associative Modeling in Pathology

    Python 47 22

  4. deepmed deepmed Public

    Python 45 8

  5. preProcessing preProcessing Public

    Python 43 12

  6. dl-mri dl-mri Public

    Deep Learning MRI image analysis

    Python 36 8

Repositories

Showing 10 of 36 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 8 1 Updated Nov 5, 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 2 0 0 0 Updated Oct 29, 2024
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    KatherLab/LLMAIx’s past year of commit activity
    Python 14 AGPL-3.0 5 0 0 Updated Oct 24, 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 Oct 21, 2024
  • 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
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    KatherLab/STAMP’s past year of commit activity
    Python 47 MIT 22 7 4 Updated Sep 18, 2024
  • marugoto Public

    Tools to build deep learning pipelines.

    KatherLab/marugoto’s past year of commit activity
    Python 84 MIT 28 1 0 Updated Sep 10, 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
  • 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-2.0 182 0 0 Updated Aug 30, 2024

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