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Item SwinMas: Shifted Windows and Mask Unit Attention with Auxiliary Supervision for Medical Image Segmentation(2026-03) Lawal, Mohammed; Yi, Dewei; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Polar Contrast Attention and Skip Cross-channel Aggregation for Efficient Learning in U-Net(2024-10-01) Lawal, Mohammed; Yi, Dewei; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT(2025-04) Yi, Dewei; Hua, Yining; Murchie, Peter; Sharma, Pradip; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Institute of Applied Health Sciences; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Cybersecurity and PrivacyItem Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection(2024-04) Yi, Dewei; Baltov, Petar; Hua, Yining; Philip, Sam; Sharma, Pradip Kumar; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Aberdeen Centre for Health Data Science; University of Aberdeen.Cybersecurity and PrivacyItem Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving(2022-12-01) Yi, Dewei; Fang, Hui; Hua, Yining; Su, Jinya; Quddus, Mohammed A.; Han, Jungong; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem LLEDA—Lifelong Self-Supervised Domain Adaptation(2023-11-04) Thota, Mamatha; Yi, Dewei; Leontidis, Georgios; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Spectral analysis and mapping of blackgrass weed by leveraging machine learning and UAV multispectral imagery(2022-01-01) Su, Jinya; Yi, Dewei; Coombes, Matthew; Liu, Cunjia; Zhai, Xiaojun; McDonald-Maier, Klaus; Chen, Wen Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning