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Published on: October 18, 2024
KPDGUI: An interactive application for optimization and management of a virtual kidney paired donation program
Mathieu Bray1, Wen Wang1, Michael A Rees2
1University of Michigan, Department of Biostatistics, Ann Arbor, MI, USA; University of Michigan, Kidney Epidemiology and Cost Center, Ann Arbor, MI, USA.
Kidney paired donation (KPD) programs can now be managed and optimized with KPDGUI software. This tool enhances decision-making by considering transplant uncertainty and offering fallback options, improving transplant outcomes.
Area of Science:
- Nephrology
- Transplantation Surgery
- Computer Science
Background:
- Kidney paired donation (KPD) facilitates transplants between incompatible donor-candidate pairs and altruistic donors.
- Optimizing KPD requires complex algorithms due to numerous potential exchanges.
- Existing software often lacks advanced criteria for managing KPD programs.
Purpose of the Study:
- To introduce KPDGUI, a novel software application for KPD program management and optimization.
- To implement advanced optimization criteria that address transplant viability uncertainty and fallback options.
- To provide clinicians and researchers with decision support for KPD transplant selection.
Main Methods:
- Development of KPDGUI software with a graphical user interface.
- Implementation of novel optimization algorithms accounting for transplant uncertainty.
- Inclusion of fallback mechanisms for non-proceeding exchanges.
- Visualization of alternative optimization solutions.
Main Results:
- A case study using real-world paired donation data demonstrated the advantages of the new optimization criteria.
- Comparison of solutions under different optimization schemes highlighted the benefits of accounting for uncertainty and fallback options.
- KPDGUI effectively illustrated potential KPD transplant options.
Conclusions:
- KPDGUI is a flexible and powerful tool for KPD program decision support.
- The software aids clinicians and researchers in selecting optimal KPD transplant options.
- User-specified optimization schemes can be applied to maximize transplant success.
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