Sampling image segmentations for uncertainty quantification

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Matthieu Lê, Jan Unkelbach, Nicholas Ayache, Hervé Delingette

Published: 01 Jan 2016, Last Modified: 15 Nov 2024Medical Image Anal. 2016EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A method to sample plausible segmentations from a single expert one is proposed.•Extensions to the cases such as general covariance matrices are proposed.•Application to radiotherapy planning with several structures is presented.