PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss

Jianan Cui, Yutong Xie, Anand A. Joshi, Kuang Gong, Kyung Sang Kim, Young-Don Son, Jong-Hoon Kim, Richard M. Leahy, Huafeng Liu 0003, Quanzheng Li. PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss. In Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li 0001, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part IV. Volume 13434 of Lecture Notes in Computer Science, pages 173-183, Springer, 2022. [doi]

Abstract

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