Search Results - "Xu, Gelei"
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CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT
Published in Knowledge-based systems (17-08-2022)“…Nuclear cataract (NC) is the leading cause of vision impairment and blindness globally. NC patients can slow the opacity development with early intervention or…”
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Journal Article -
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An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals
Published 21-07-2024“…Timely stress detection is crucial for protecting vulnerable groups from long-term detrimental effects by enabling early intervention. Wearable devices, by…”
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Journal Article -
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Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation
Published 25-05-2024“…Upon deployment to edge devices, it is often desirable for a model to further learn from streaming data to improve accuracy. However, extracting representative…”
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Journal Article -
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Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization
Published 23-08-2022“…Dermatological diseases pose a major threat to the global health, affecting almost one-third of the world's population. Various studies have demonstrated that…”
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Journal Article -
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Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification
Published in 2022 IEEE International Conference on Multimedia and Expo (ICME) (18-07-2022)“…Nuclear cataract (NC) is a prior age-related disease for blindness and vision impairment globally. Anterior segment optical coherence tomography (AS-OCT) image…”
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