Choosing Among Living-Donor and Cadaveric Livers
Oğuzhan Alagöz, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts
Management Science
- 주제병원 환자 흐름 최적화 · 의사결정분석
The only therapy for a patient with end-stage liver disease (ESLD) is liver transplantation, which is performed by using either a cadaveric liver from a deceased donor or a portion of a living-donor's liver. This study addresses the following decision problem for an ESLD patient with an available living donor. Should she have a transplantation now or wait? If she decides to have the transplantation now, should she use her living-donor liver or a cadaveric liver for transplantation? We formulate this problem as a discrete-time, infinite-horizon Markov decision process model and solve it using clinical data. Because living donors are typically related to the recipient, we incorporate a disutility associated with using the living-donor liver as opposed to using a cadaveric liver. We perform a structural analysis of the model, including a set of intuitive conditions that ensure the existence of structured policies such as an at-most-three-region (AM3R) optimal policy. Our computational experiments confirm that the optimal policy is typically of AM3R type.
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- 저널Management Science · 53(11) · 1702–1715
- 토픽Organ Transplantation Techniques and Outcomes · Surgery
- DOI10.1287/mnsc.1070.0726
- 저자Oğuzhan Alagöz, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts