Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis

Inés Gonzalez Pepe, Vinuyan Sivakolunthu, Hae Lang Park, Yohan Chatelain, Tristan Glatard. Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis. In Carole H. Sudre, Christian F. Baumgartner, Adrian V. Dalca, Raghav Mehta, Chen Qin, William M. Wells, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Volume 14291 of Lecture Notes in Computer Science, pages 64-73, Springer, 2023. [doi]

Abstract

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