Federated Tumor Segmentation (FeTS) initiative

All

12 repositories

Algorithms
Public
This repo contains the model architectures to be used in the OpenFL backend.
deep-learning fets
Jupyter Notebook
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Other
•11•7•5•1•Updated Nov 22, 2024Nov 22, 2024
FL-PoST
Public
Apache License 2.0
•0•1•0•0•Updated Oct 31, 2024Oct 31, 2024
Challenge
Public
The repo for the FeTS Challenge
challenge federated-learning
Python
•29•49•14•2•Updated Jul 12, 2024Jul 12, 2024
Front-End
Public
Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/
gui cpp cancer qt5 cpp11 federated-learning cbica fets national-institutes federated-tumor-segmentation
C++
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Other
•15•83•4•1•Updated Feb 28, 2024Feb 28, 2024
FL-Pre
Public
Website for the FL study pre-op glioblastoma
Apache License 2.0
•0•0•0•0•Updated Jan 25, 2024Jan 25, 2024
fetsTool_docker_dependencies
Public
Dockerfile
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Apache License 2.0
•0•0•0•0•Updated Aug 21, 2023Aug 21, 2023
LabelFusion
Public
Implementation of various label fusion approaches for medical imaging.
labels medical fusion segmentation simpleitk label-fusion itk label-fusion-approaches
Python
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Apache License 2.0
•6•14•2•0•Updated Jul 13, 2023Jul 13, 2023
2022_Manuscript_Supplement
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Sep 14, 2022Sep 14, 2022
GaNDLF
Public
A generalizable application framework for segmentation, regression, and classification using PyTorch
Python
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Other
•80•0•0•0•Updated Jun 28, 2021Jun 28, 2021
openfl
Public
An open framework for Federated Learning.
Python
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Apache License 2.0
•207•0•0•0•Updated Feb 3, 2021Feb 3, 2021
Models
Public
This repo contains pre-trained model weights for use through the FeTS Front-end.
deep-learning pytorch federated-learning fets
Other
•0•3•0•0•Updated Dec 10, 2020Dec 10, 2020
OpenFederatedLearning
Public
Python
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Apache License 2.0
•14•3•0•0•Updated Aug 20, 2020Aug 20, 2020