The Transplant Outcome Prediction Validation Study (TOPVAS) utilizes molecular profiling and machine learning, particularly matching-based methods, to predict kidney transplant graft survival and optimize immunosuppression. By analyzing a cohort of 241 non-living donor transplants over 24 months, the study identifies transcriptomic signatures for early rejection risk and tracks long-term estimated Glomerular Filtration Rate (eGFR) trajectories. Details can be found at the official TOPVAS GitHub repository.
topvas.github.io) or a repository under a topvas GitHub account.: It acts as a professional resume, listing his skills in various programming languages and his experience in the tech industry. Exploring the GitHub Profile The underlying GitHub account ( github.com topvas.github
The Tomb of the Mask Online GitHub is one of the most prominent examples of this platform in action. Other common titles found in these types of repositories include: There’s a typo in the name
While the front-end code is often visible, the backend logic regarding the actual VAM algorithms (the "secret sauce" of TopEdu) is rarely open-sourced. However, the GitHub repositories provide: # Generate a sample dataset np
Repositories named automation-scripts, python-tools, or bash-utils are common. These might include:
: A space where others can contribute to or fork existing projects to share their own code Draft Post for Social Media (LinkedIn/X)
Quick checklist for readers who want to learn from topvas.github