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

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第一作者： Yuan,Zhang

第一单位： Australian Institute for Machine Learning (AIML), The University of Adelaide, Adelaide, SA 5000, Australia. Electronic address: yuan.zhang01@adelaide.edu.au.

作者： Yuan,Zhang ^[1] ; Hu,Wang ^[2] ; David,Butler ^[3] ; Brandon,Smart ^[4] ; Yutong,Xie ^[2] ; Minh-Son,To ^[5] ; Steven,Knox ^[6] ; George,Condous ^[7] ; Mathew,Leonardi ^[8] ; Jodie C,Avery ^[9] ; M Louise,Hull ^[9] ; Gustavo,Carneiro ^[10]

作者单位： Australian Institute for Machine Learning (AIML), The University of Adelaide, Adelaide, SA 5000, Australia. Electronic address: yuan.zhang01@adelaide.edu.au. ^[1] Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates. ^[2] Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, GU2 7XH, United Kingdom. ^[3] Active Vision Laboratory, Department of Engineering Science, University of Oxford, Oxford, OX1 3PJ, United Kingdom. ^[4] Flinders Health and Medical Research Institute, Flinders University, Bedford Park, SA 5042, Australia. ^[5] Benson Radiology, Wayville, SA 5034, Australia. ^[6] Omni Ultrasound and Gynaecological Care, Sydney, NSW 2000, Australia. ^[7] Department of Obstetrics and Gynecology, McMaster University Medical Centre, Hamilton, ON L8N 3Z5, Canada. ^[8] Robinson Research Institute, The University of Adelaide, North Adelaide, SA 5005, Australia. ^[9] Australian Institute for Machine Learning (AIML), The University of Adelaide, Adelaide, SA 5000, Australia; Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, GU2 7XH, United Kingdom. ^[10]

关键词 Endometriosis Pouch of douglas (POD) obliteration Uncertainty Unpaired multi-modal learning

医学主题词人类(Humans);子宫内膜异位症(Endometriosis);女(雌)性(Female);磁共振成像(Magnetic Resonance Imaging);超声检查(Ultrasonography);成年人(Adult);图像解释, 计算机辅助(Image Interpretation, Computer-Assisted)

DOI 10.1016/j.compmedimag.2025.102575

PMID 40472422

发布时间 2025-08-31

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准确一般字义偏差语意偏离译文作用小提交