Federated Tumor Segmentation (FeTS) initiative

Federated Learning in medicine

Philadelphia, PA

Pinned Repositories

Algorithms
This repo contains the model architectures to be used in the OpenFL backend.
Language:Jupyter Notebook7 4 911
Challenge
The repo for the FeTS Challenge
Language:Python48 6 2530
FL-PoST
1 3 00
FL-Pre
Website for the FL study pre-op glioblastoma
0 2 00
Front-End
Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/
Language:C++81 4 2215
GaNDLF
A generalizable application framework for segmentation, regression, and classification using PyTorch
Language:Python0 1 01
LabelFusion
Implementation of various label fusion approaches for medical imaging.
Language:Python13 2 46
Models
This repo contains pre-trained model weights for use through the FeTS Front-end.
3 3 10
OpenFederatedLearning
Language:Python3 1 01
openfl
An open framework for Federated Learning.
Language:Python0 1 00

Federated Tumor Segmentation (FeTS) initiative's Repositories

FeTS-AI/Front-End
Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/
Language:C++81 4 2215
FeTS-AI/Challenge
The repo for the FeTS Challenge
Language:Python48 6 2530
FeTS-AI/LabelFusion
Implementation of various label fusion approaches for medical imaging.
Language:Python13 2 46
FeTS-AI/Algorithms
This repo contains the model architectures to be used in the OpenFL backend.
Language:Jupyter Notebook7 4 911
FeTS-AI/Models
This repo contains pre-trained model weights for use through the FeTS Front-end.
3 3 10
FeTS-AI/OpenFederatedLearning
Language:Python3 1 01
FeTS-AI/FL-PoST
1 3 00
FeTS-AI/2022_Manuscript_Supplement
Language:Python0 2 01
FeTS-AI/FL-Pre
Website for the FL study pre-op glioblastoma
0 2 00
FeTS-AI/GaNDLF
A generalizable application framework for segmentation, regression, and classification using PyTorch
Language:Python0 1 01
FeTS-AI/openfl
An open framework for Federated Learning.
Language:Python0 1 00
FeTS-AI/fetsTool_docker_dependencies
Language:Dockerfile1 0