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Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival

Jaber Rad, Karthik K. Tennankore, Amanda Vinson, Syed Sibte Raza Abidi. Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival. In Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi, editors, Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022, Proceedings. Volume 13263 of Lecture Notes in Computer Science, pages 88-98, Springer, 2022. [doi]

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