Unpaired multi-modal training and single-modal testing for detecting signs of endometriosis

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Yuan Zhang, Hu Wang, David Butler, Brandon Smart, Yutong Xie, Minh-Son To, Steven Knox, George Condous, Mathew Leonardi, Jodie C. Avery, M. Louise Hull, Gustavo Carneiro

Published: 01 Jan 2025, Last Modified: 07 Nov 2025Comput. Medical Imaging Graph. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The first method to detect signs of endometriosis using TVUS or MRI.•Innovative unpaired multi-modal training and single-modal testing.•New multi-modal learning algorithm that uses uncertainty to prioritize modalities.