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Item OmniNet : An Expandable Causal Inference Network for Multiple Modalities(2025-07) Zhou, Yinuo; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Computing ScienceItem Managing class imbalance in the training of a large language model to predict patient selection for total knee arthroplasty : Results from the Artificial intelligence to Revolutionise the patient Care pathway in Hip and knEe aRthroplastY (ARCHERY) project(2025-06) Farrow, Luke; Anderson, Lesley; Zhong, Mingjun; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Grampian Data Safe Haven (DaSH); University of Aberdeen.Aberdeen Cancer Centre; University of Aberdeen.Aberdeen Biomedical Imaging Centre; University of Aberdeen.Aberdeen Centre for Health Data Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem Lightweight deep learning methods for panoramic dental X-ray image segmentation(2022-12-16) Lin, Songyue; Hao, Xuejiang; Liu, Yan; Yan, Dong; Liu, Jianwei; Zhong, Mingjun; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning