Quantile Regression for Uncertainty Estimation in VAEs with Applications to Brain Lesion Detection

Haleh Akrami, Anand A. Joshi, Sergul Aydöre, Richard M. Leahy. Quantile Regression for Uncertainty Estimation in VAEs with Applications to Brain Lesion Detection. In Aasa Feragen, Stefan Sommer, Julia A. Schnabel, Mads Nielsen, editors, Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Virtual Event, June 28-June 30, 2021, Proceedings. Volume 12729 of Lecture Notes in Computer Science, pages 689-700, Springer, 2021. [doi]

Abstract

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