Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation

May 16, 2024 ยท View on GitHub

Introduction

This repository is for our AAAI2024 paper '[Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation]'.

cl_train.py - training code for clients

cl_train_glb.py - training code for server

fl_train_clsPasData_async.py - training code for federated learning (our method)

Data Preparation

Get Brats2020 dataset here and refer to RFNet.

Usage

  1. Clone the repository:

    git clone https://github.com/QDaiing/FedMEMA.git

cd FedMEMA

  2. Set hyperparameters via options.py and Train the model:

    bash run.sh