This page documents the open source projects created by, or receive significant contributions from, lab members.

Open sorce code

NameInfomationIntroductionAccess

PMRMC

Date Created
20200802

Owner
Xiangxi Meng

Contribute by
Lujia Jin

Implement in
MATLAB

PMRMC is a Monte Carlo simulation of the transportation and annihilation process of positrons inside a uniform magnetic field.

PMRMC was created by Xiangxi Meng in Beijing Cancer Hospital. Lujia Jin (PhD student in MILab) also made a significant contribution.

Repositroy
Github

License
TBD (all rights researved)

CNCL_Medical_Image_Denoising


Date Created
20210618

Owner
Mufeng Geng

Implement in
PyTorch

CNCL_Medical_Image_Denoising demonstrates the implementation of the Content-Noise Complementary Learning for Medical Imaging Denoising. This denoising pipeline processes both the content and the noise in the denoising task, and has shown generalization ability in many types of medical imaging.

A manuscript associated with this project has been submitted to a prestigious journal and is going through the peer review process.

Repository
MILab GitLab

License
TBD (all rights researved)

Spectral Nonlocal Block

Date Created
20210803

Owner
Lei Zhu

Implement in
PyTorch

The Spectral View of Non-local (SNL) provide a novel perspective for the model design of non-local blocks. Our spectral view can help to theoretically analyze exsiting non-local blocks and design novel non-local block with the help of graph signal processing (e.g. the graph neural networks).

Repository
MILab GitLab

License
TBD (all rights researved)

Other open source projects

May include: open dataset, shared protocol, and etc.

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