publication . Conference object . 2021

Individual Fairness in Kidney Exchange Programs

Farnadi, Golnoosh; St-Arnaud, William; Babaki, Behrouz; Carvalho, Margarida;
Open Access English
  • Published: 02 Mar 2021
Abstract
Kidney transplant is the preferred method of treatment for patients suffering from kidney failure. However, not all patients can find a donor which matches their physiological characteristics. Kidney exchange programs (KEPs) seek to match such incompatible patient-donor pairs together, usually with the main objective of maximizing the total number of transplants. Since selecting one optimal solution translates to a decision on who receives a transplant, it has a major effect on the lives of patients. The current practice in selecting an optimal solution does not necessarily ensure fairness in the selection process. In this paper, the existence of multiple optima...
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free text keywords: Kidney exchange programs, mixed-integer programming, constraint programming, fairness in AI
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Conference object . 2021
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