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@FeTS-AI

Federated Tumor Segmentation (FeTS) initiative

Federated Learning in medicine

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  1. Front-End Front-End Public

    Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/

    C++ 78 15

  2. Algorithms Algorithms Public

    This repo contains the model architectures to be used in the OpenFL backend.

    Jupyter Notebook 7 10

  3. OpenFederatedLearning OpenFederatedLearning Public

    Forked from sarthakpati/OpenFederatedLearning

    Python 3 1

  4. Models Models Public

    This repo contains pre-trained model weights for use through the FeTS Front-end.

    3

  5. LabelFusion LabelFusion Public

    Implementation of various label fusion approaches for medical imaging.

    Python 12 6

Repositories

Showing 10 of 12 repositories
  • Algorithms Public

    This repo contains the model architectures to be used in the OpenFL backend.

    FeTS-AI/Algorithms’s past year of commit activity
    Jupyter Notebook 7 10 5 1 Updated Jul 15, 2024
  • Challenge Public

    The repo for the FeTS Challenge

    FeTS-AI/Challenge’s past year of commit activity
    Python 47 29 12 2 Updated Jul 12, 2024
  • FL-PoST Public
    FeTS-AI/FL-PoST’s past year of commit activity
    1 Apache-2.0 0 0 0 Updated Jun 12, 2024
  • Front-End Public

    Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/

    FeTS-AI/Front-End’s past year of commit activity
    C++ 78 15 4 1 Updated Feb 28, 2024
  • FL-Pre Public

    Website for the FL study pre-op glioblastoma

    FeTS-AI/FL-Pre’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Jan 25, 2024
  • FeTS-AI/fetsTool_docker_dependencies’s past year of commit activity
    Dockerfile 0 Apache-2.0 0 0 0 Updated Aug 21, 2023
  • LabelFusion Public

    Implementation of various label fusion approaches for medical imaging.

    FeTS-AI/LabelFusion’s past year of commit activity
    Python 12 Apache-2.0 6 2 0 Updated Jul 13, 2023
  • FeTS-AI/2022_Manuscript_Supplement’s past year of commit activity
    Python 0 Apache-2.0 1 0 0 Updated Sep 14, 2022
  • GaNDLF Public Forked from mlcommons/GaNDLF

    A generalizable application framework for segmentation, regression, and classification using PyTorch

    FeTS-AI/GaNDLF’s past year of commit activity
    Python 0 79 0 0 Updated Jun 28, 2021
  • openfl Public Forked from securefederatedai/openfl

    An open framework for Federated Learning.

    FeTS-AI/openfl’s past year of commit activity
    Python 0 Apache-2.0 181 0 0 Updated Feb 3, 2021

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