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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 53 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 39 8

Repositories

Showing 10 of 45 repositories
  • STAMP Public

    Solid Tumor Associative Modeling in Pathology

    KatherLab/STAMP’s past year of commit activity
    Python 53 MIT 23 9 4 Updated Jan 16, 2025
  • 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 16, 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-2.0 183 0 0 Updated Jan 16, 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 15, 2025
  • HIBRID Public

    HIBRID: Histology and ct-DNA based Risk-stratification with Deep Learning

    KatherLab/HIBRID’s past year of commit activity
    Python 0 0 0 0 Updated Jan 14, 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
    0 MIT 0 0 0 Updated Jan 14, 2025
  • crc_single_cell_stromal Public
    KatherLab/crc_single_cell_stromal’s past year of commit activity
    0 MIT 1 0 1 Updated Jan 13, 2025
  • LLMAIx Public

    Document Information Extraction & Anonymization using local LLMs

    KatherLab/LLMAIx’s past year of commit activity
    Python 28 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
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