deerta0103 / sf-net Goto Github PK

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

This package contains the source code which is associated with the following paper:

Yu Liu, Fuhao Mu, Yu Shi, Xun Chen, "SF-Net: A Multi-task Model for Brain Tumor Segmentation in Multimodal MRI via Image Fusion,“ submitted to IEEE Signal Processing Letters, 2022.

Edited by Fuhao Mu and Yu Liu.

Usage of this code is free for research purposes only.

Thank you.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Test: test_seg.py, test_fusion.py;

Train: train.py

The trained model can be downloaded at https://drive.google.com/file/d/1ysBohJp7HjdIDzAGeXaP_c-oYnhL5ubY/view?usp=sharing

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Requirements: Please see the requirement.txt for details.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Contact:

Don't hesitate to contact me if you meet any problems when using this code.

Yu Liu
Department of Biomedical Engineering
Hefei University of Technology                                                            
Email: [email protected]; [email protected]
Homepage: https://sites.google.com/site/yuliu316316; https://github.com/yuliu316316

Last update: 27-July-2022