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2025	Adaptive Multimodal Fusion in Vertical Federated Learning for Decentralized Glaucoma Screening Brain Sciences Ayesha Jabbar, Jianjun Huang, Muhammad Kashif Jabbar, Asad Ali
2025	Enhancing diabetic retinopathy classification accuracy through dual-attention mechanism in deep learning Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Abdul Hannan, Zahid Mahmood, Rizwan Qureshi, Hazrat Ali
2025	A decentralized privacy-preserving framework for diabetic retinopathy detection using federated learning and blockchain Results in Engineering Omar Dib
2025	Diabetic retinopathy screening using machine learning: a systematic review BMC Biomedical Engineering Fitsum Mesfin Dejene, Taye Girma Debelee, Friedhelm Schwenker, Yehualashet Megersa Ayano, Degaga Wolde Feyisa
2025	Secure and incentivized federated learning for resilient telemedicine diagnostics Knowledge-Based Systems Omar Dib
2025	Privacy preservation in diabetic disease prediction using federated learning based on efficient cross stage recurrent model Scientific Reports R. Jayalakshmi, T. Tamilvizhi