Amanda Vinson
Orcid: 0000-0002-9345-5252
According to our database1,
Amanda Vinson authored at least 6 papers
between 2021 and 2025.
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Bibliography
2025
Concept-Level Local Explanations of Kidney Transplant Survival Predictions by Black-Box ML Models.
Proceedings of the 2025 18th Health Informatics Knowledge Management Conference, 2025
A Reinforcement Learning Framework for Optimizing Kidney Allocation for Transplant Based on Survival and Ethical Criteria.
Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025
A Graph Neural Network Approach for Data-Driven Donor-Recipient Matching in Kidney Transplantation.
Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025
2023
Characterizing Cluster-Based Frailty Phenotypes in a Multicenter Prospective Cohort of Kidney Transplant Candidates.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
2022
Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival.
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
Analyzing Association Rules for Graft Failure Following Deceased and Live Donor Kidney Transplantation.
Proceedings of the Public Health and Informatics, 2021