Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation

Ang Nan Gu, Christina Luong, Mohammad H. Jafari 0001, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang. Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation. In J. Alison Noble, Stephen R. Aylward, Alexander Grimwood, Zhe Min, Su-Lin Lee, Yipeng Hu, editors, Simplifying Medical Ultrasound - Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Volume 12967 of Lecture Notes in Computer Science, pages 139-148, Springer, 2021. [doi]

Abstract

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