This GitHub organization is established by the Center for Intelligent Medicine at Sichuan University, aiming to provide cutting-edge Jittor-based artificial intelligence methods for medical analysis.
The repositories are dedicated to adapting and extending the Jittor framework (Jittor Official Site) for intelligent medical applications, and are jointly maintained by Prof. Zhang Yi and Junjie Hu.
We welcome collaborators and contributors who are interested in building novel medical analysis tools using Jittor. If you are interested in contributing or developing new projects, feel free to contact us at hujunjie@scu.edu.cn.
We are currently maintaining the following repositories, with more methods and projects to be added in the future to further enrich the Jittor community:
- Jittor-NODE: A Jittor-based fixed-step solver for Neural ODEs, including support for the nmODE variant.
- Jittor-SimplTrans: A simplified and efficient Transformer variant designed to improve accuracy and computational cost.
- Jittor-AugmentBN: An enhanced Batch Normalization variant for training with the small batch size.
- Jittor-Jittor-MentalHealth: A Jittor-based mental health analysis model.
- Jittor-AI4TB: A Jittor-based pulmonary tuberculosis segmentation model.
We thank Shengqian Zhu, Haiying Luo, Xiang Li, Lingyu Zhou for their efforts in maintaining the repositories.