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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 Exploring the use of biphasic quantitative thoracic computed tomography to evaluate halo-pelvic traction in managing severe adolescent idiopathic scoliosis(2024-12-05) Zhou, Jianshou; Zhao, Zhengkai; Cai, Qiuyi; Zhong, Mingjun; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem Masked Capsule Autoencoders(2025-01-06) Everett, Miles; Zhong, Mingjun; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning; University of Aberdeen.Vice PrincipalsItem LeOCLR : Leveraging Original Images for Contrastive Learning of Visual Representations(2024-10-15) Alkhalefi, Mohammad A M A A; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy TransitionItem Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods(2024-04-24) Alkhalefi, Mohammad A M A A; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Trust-region variational inference with gaussian mixture models(2020-09-01) Arenz, Oleg; Zhong, Mingjun; Neumann, Gerhard; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem LeOCLR : Leveraging Original Images for Contrastive Learning of Visual Representations(ArXiv, 2024-03-11) Alkhalefi, Mohammad A M A A; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Masked Capsule Autoencoders(ArXiv, 2024-03-07) Everett, Miles Anthony; Zhong, Mingjun; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem ProtoCaps : A Fast and Non-Iterative Capsule Network Routing Method(2023-12-06) Everett, Miles Anthony; Zhong, Mingjun; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice Principals