Do Pre-processing and Augmentation Help Explainability? A Multi-seed Analysis for Brain Age Estimation

DaeHyun Cho, Christian Wallraven. Do Pre-processing and Augmentation Help Explainability? A Multi-seed Analysis for Brain Age Estimation. In Mauricio Reyes 0001, Pedro Henriques Abreu, Jaime S. Cardoso 0001, editors, Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings. Volume 13611 of Lecture Notes in Computer Science, pages 12-21, Springer, 2022. [doi]

Abstract

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