Kidney Transplant I: Introduction
Kidney Transplant II: Surgical Procedure
Kidney Transplant III: Nursing Management
Tissue Transplantation
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Updated: Jan 18, 2026

Using a Chemical Biopsy for Graft Quality Assessment
Published on: June 17, 2020
Grace Guan1, Sanjit Neelam2, Joachim Studnia2
1Department of Management Science and Engineering, Stanford University, Stanford, CA.
Analyzing kidney transplant offer refusals reveals that multiple patient refusals signal organ quality issues, while single patient refusals suggest individual patient concerns. This distinction aids in predicting organ nonutilization early in the allocation process.
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