External Validation of a “Black-Box” Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences?

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Authors: Harry F. da Cruz, Boris Pfahringer, Frederic Schneider, Alexander Meyer, Matthieu-P. Schapranow

Journal title: Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Poznan, Poland, June 26–29, 2019, Proceedings

Journal number: 11526

Journal publisher: Springer International Publishing

Published year: 2019

Published pages: 191-201

DOI identifier: 10.1007/978-3-030-21642-9_25

ISBN: 978-3-030-21641-2